├── domains.txt ├── whitelist.txt ├── demo.png ├── antisquat.png ├── popular_tlds.json ├── requirements.txt ├── common_typos.json ├── visual_typos.json ├── homoglyphed_words.json ├── .github └── workflows │ └── semgrep.yml ├── metadata_results.json ├── file_utils.py ├── test.py ├── image_utils.py ├── domain_utils.py ├── readme.md ├── gpt.py ├── metadata_utils.py ├── text_utils.py ├── antisquat.py ├── web_utils.py ├── LICENSE └── phishtank_results.json /domains.txt: -------------------------------------------------------------------------------- 1 | amazon.com 2 | -------------------------------------------------------------------------------- /whitelist.txt: -------------------------------------------------------------------------------- 1 | google.com 2 | gogle.com 3 | -------------------------------------------------------------------------------- /demo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/redhuntlabs/antisquat/HEAD/demo.png -------------------------------------------------------------------------------- /antisquat.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/redhuntlabs/antisquat/HEAD/antisquat.png -------------------------------------------------------------------------------- /popular_tlds.json: -------------------------------------------------------------------------------- 1 | [ 2 | ".com", 3 | ".net", 4 | ".org", 5 | ".co", 6 | ".io", 7 | ".ai", 8 | ".app", 9 | ".blog", 10 | ".me", 11 | ".dev", 12 | ".co.uk", 13 | ".us", 14 | ".ca" 15 | ] 16 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | beautifulsoup4==4.8.2 2 | beautifulsoup4==4.10.0 3 | nltk==3.8.1 4 | numpy==1.22.3 5 | openai==0.27.8 6 | opencv_python==4.5.5.64 7 | publicsuffix2==2.20191221 8 | pytesseract==0.3.9 9 | Requests==2.31.0 10 | selenium==4.11.2 11 | webdriver_manager==3.8.5 12 | whois==0.9.27 13 | sentence-transformers 14 | python-whois 15 | pytesseract 16 | nltk 17 | -------------------------------------------------------------------------------- /common_typos.json: -------------------------------------------------------------------------------- 1 | [ 2 | "amzon", 3 | "amazn", 4 | "amazzon", 5 | "amazoon", 6 | "amazonn", 7 | "aamzon", 8 | "amazo", 9 | "amaazon", 10 | "amazona", 11 | "amazno", 12 | "amazonnn", 13 | "amazn", 14 | "amaozn", 15 | "amazone", 16 | "amazoon", 17 | "amazom", 18 | "amazoon", 19 | "amaon", 20 | "amzon", 21 | "amzoon", 22 | "amaz", 23 | "amazn" 24 | ] -------------------------------------------------------------------------------- /visual_typos.json: -------------------------------------------------------------------------------- 1 | [ 2 | "amzon", 3 | "amazn", 4 | "amazzon", 5 | "amazoon", 6 | "amazonn", 7 | "aamzon", 8 | "amazo", 9 | "amaazon", 10 | "amazona", 11 | "amazno", 12 | "amazonnn", 13 | "amazn", 14 | "amaozn", 15 | "amazone", 16 | "amazoon", 17 | "amazom", 18 | "amazoon", 19 | "amaon", 20 | "amzon", 21 | "amzoon", 22 | "amaz", 23 | "amazn" 24 | ] -------------------------------------------------------------------------------- /homoglyphed_words.json: -------------------------------------------------------------------------------- 1 | [ 2 | "amazоn", 3 | "amazᴏn", 4 | "ɑmazon", 5 | "амazon", 6 | "amɑzon", 7 | "ɑmɑzon", 8 | "аmazоn", 9 | "аmazᴏn", 10 | "аmazоɴ", 11 | "ɑmazоɴ", 12 | "amazоɴ", 13 | "amаzоn", 14 | "аmаzon", 15 | "ɑmаzon", 16 | "amazой", 17 | "amɑzой", 18 | "аmazой", 19 | "аmazои", 20 | "ɑmazои", 21 | "amаzои", 22 | "amɑzои", 23 | "аmаzon", 24 | "amаzои", 25 | "amazои", 26 | "ɑmаzои" 27 | ] 28 | -------------------------------------------------------------------------------- /.github/workflows/semgrep.yml: -------------------------------------------------------------------------------- 1 | on: 2 | workflow_dispatch: {} 3 | pull_request: {} 4 | push: 5 | branches: 6 | - main 7 | - master 8 | paths: 9 | - .github/workflows/semgrep.yml 10 | schedule: 11 | # random HH:MM to avoid a load spike on GitHub Actions at 00:00 12 | - cron: 49 22 * * * 13 | name: Semgrep 14 | jobs: 15 | semgrep: 16 | name: semgrep/ci 17 | runs-on: ubuntu-20.04 18 | env: 19 | SEMGREP_APP_TOKEN: ${{ secrets.SEMGREP_APP_TOKEN }} 20 | container: 21 | image: returntocorp/semgrep 22 | steps: 23 | - uses: actions/checkout@v4 24 | - run: semgrep ci 25 | -------------------------------------------------------------------------------- /metadata_results.json: -------------------------------------------------------------------------------- 1 | [ 2 | { 3 | "target": "http://amaz\u1d0fn.com", 4 | "redirect_chain": [ 5 | "http://amaz\u1d0fn.com", 6 | "http://xn--amazn-p29a.com/" 7 | ], 8 | "redirects_to_target": false, 9 | "emails": [], 10 | "phone_numbers": [], 11 | "urls": [ 12 | "https://blog.to.com/phishen-mit-einem-apfel-als-koeder/", 13 | "https://blog.to.com/phishing-with-an-apple-as-bait/" 14 | ], 15 | "available_whois": false, 16 | "available_godaddy": null, 17 | "available_privately": false 18 | } 19 | ] -------------------------------------------------------------------------------- /file_utils.py: -------------------------------------------------------------------------------- 1 | import json, os 2 | 3 | def append_to_json_file(filename, new_value): 4 | 5 | def is_json_compliant(value): return isinstance(value, (str, int, float, bool, list, dict)) 6 | 7 | if os.path.exists(filename): 8 | # If the file exists, read the existing JSON data 9 | with open(filename, 'r') as file: data = json.load(file) 10 | 11 | # Ensure the new value is JSON-compliant 12 | if not is_json_compliant(new_value): 13 | print("Error: The new value is not JSON-compliant. It should be a string, number, boolean, array, or dictionary.") 14 | return 15 | 16 | # Append the new value to the existing JSON array 17 | data.append(new_value) 18 | else: 19 | if not is_json_compliant(new_value): 20 | print("Error: The new value is not JSON-compliant. It should be a string, number, boolean, array, or dictionary.") 21 | return 22 | data = [new_value] 23 | 24 | # Write the updated JSON data to the file 25 | with open(filename, 'w') as file: json.dump(data, file, indent=4) 26 | -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- 1 | import json, metadata_utils, selenium 2 | import file_utils 3 | 4 | metadata_file_name = "metadata_results.json" 5 | 6 | def merge_lists (list1, list2): 7 | merged_lists = [] 8 | for item1 in list1: 9 | for item2 in list2: 10 | merged_lists.append(item1 + item2) 11 | return merged_lists 12 | 13 | common_typos = json.loads(open("common_typos.json", "r").read()) 14 | homoglyphed_words = json.loads(open("homoglyphed_words.json", "r").read()) 15 | visual_typos = json.loads(open("visual_typos.json", "r").read()) 16 | popular_tlds = json.loads(open("popular_tlds.json", "r").read()) 17 | 18 | homoglyphed_domains = merge_lists (homoglyphed_words, popular_tlds) 19 | common_typos = merge_lists (common_typos, popular_tlds) 20 | visual_typos = merge_lists (visual_typos, popular_tlds) 21 | 22 | final_list = homoglyphed_domains + common_typos + visual_typos 23 | 24 | urlified_list = [] 25 | for item in final_list: urlified_list.append ("http://" + item) 26 | 27 | for item in urlified_list: 28 | try: 29 | result = metadata_utils.get_page_metadata(item) 30 | print (json.dumps (result, indent=4)) 31 | file_utils.append_to_json_file(metadata_file_name, result) 32 | except selenium.common.exceptions.WebDriverException: pass -------------------------------------------------------------------------------- /image_utils.py: -------------------------------------------------------------------------------- 1 | import cv2, numpy, pytesseract 2 | import text_utils 3 | 4 | image_text_original = "" 5 | image_text_grayscaled = "" 6 | image_text_monochromed = "" 7 | image_text_mean_threshold = "" 8 | 9 | def scan_image(image): 10 | image = numpy.array(image) # converts the image to a compatible format 11 | 12 | # 0. Original 13 | try: 14 | image_text_original = pytesseract.image_to_string(image, config = "--psm 12") 15 | return image_text_original 16 | except TypeError: 17 | print("Cannot open this file type.") 18 | 19 | def simplify_image(image): 20 | image = numpy.array(image) # converts the image to a compatible format 21 | 22 | # 1. Grayscale 23 | try: 24 | image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) 25 | except: 26 | print ("Couldn't grayscale image") 27 | 28 | # 2. Monochrome 29 | try: 30 | image = cv2.threshold(image, 100, 255, cv2.THRESH_BINARY + cv2.THRESH_OTSU)[1] 31 | except: 32 | print ("Couldn't monochrome image") 33 | 34 | # 3. Mean threshold 35 | try: 36 | image = cv2.adaptiveThreshold(image, 255, cv2.ADAPTIVE_THRESH_MEAN_C, cv2.THRESH_BINARY, 11, 2) 37 | except: 38 | print ("Couldn't mean threshold image") 39 | 40 | return image -------------------------------------------------------------------------------- /domain_utils.py: -------------------------------------------------------------------------------- 1 | import argparse, openai, json, os, whois, requests, re, publicsuffix2 2 | 3 | godaddy_key_file_name = ".godaddy-key" 4 | 5 | def grab_godaddy_key(): 6 | try: 7 | key_file = open(godaddy_key_file_name, "r") 8 | key = key_file.read().strip().replace("\n","").replace("\t","").replace("\r","") 9 | key_file.close() 10 | if len(key) < 60: return None 11 | return key 12 | 13 | except: 14 | print("Godaddy key not found. Please paste a valid Godaddy key in a file named '{}'".format(godaddy_key_file_name)) 15 | return None 16 | 17 | goDaddyCreds = grab_godaddy_key() 18 | 19 | def is_buyable_godaddy(domain): 20 | url = "https://api.ote-godaddy.com/v1/domains/available" 21 | headers = { 22 | "accept": "application/json", 23 | "Authorization": f"sso-key {goDaddyCreds}" 24 | } 25 | params = { 26 | "domain": domain, 27 | "checkType": "FAST", 28 | "forTransfer": "false" 29 | } 30 | response = requests.get(url, headers=headers, params=params) 31 | 32 | if response.status_code == 200: 33 | data = response.json() 34 | if data["available"] == True: return True 35 | else: return False 36 | 37 | def is_buyable_whois(domain): 38 | try: 39 | w = whois.whois(domain) 40 | if w["registrar"] == None: return True 41 | else: return False 42 | except Exception: 43 | return True 44 | 45 | def is_buyable_privately (page_source): 46 | sale_keywords = ["domain", "sale", "purchase", "available"] 47 | score = 0 48 | for keyword in sale_keywords: 49 | if keyword in page_source.lower(): 50 | score += 1 51 | if score > 3: return True 52 | else: return False 53 | 54 | def get_domain_from_url(url): 55 | try: 56 | domain_regex = r'''^(?:https?:\/\/)?([a-zA-Z0-9.-]+\.[a-zA-Z]{2,})(?:\/.*)?$''' 57 | subdomain = re.findall(domain_regex, url)[0] 58 | return publicsuffix2.get_sld(subdomain) 59 | except: 60 | return Exception("""'{domain}' is not a valid domain. Expected format: 'sld.tld'""".format(domain=url)) 61 | -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- 1 | # AntiSquat 2 | 3 | 4 | 5 | AntiSquat leverages AI techniques such as natural language processing (NLP), large language models (ChatGPT) and more to empower detection of typosquatting and phishing domains. 6 | 7 | ## How to use 8 | - Clone the project via `git clone https://github.com/redhuntlabs/antisquat`. 9 | - Install all dependencies by typing `pip install -r requirements.txt`. 10 | - Get a ChatGPT API key at https://platform.openai.com/account/api-keys 11 | - Create a file named `.openai-key` and paste your chatgpt api key in there. 12 | - (Optional) Visit https://developer.godaddy.com/keys and grab a GoDaddy API key. Create a file named `.godaddy-key` and paste your godaddy api key in there. 13 | - Create a file named ‘domains.txt’. Type in a line-separated list of domains you’d like to scan. 14 | - (Optional) Create a file named `blacklist.txt`. Type in a line-separated list of domains you’d like to ignore. Regular expressions are supported. 15 | - Run antisquat using `python3.8 antisquat.py domains.txt` 16 | 17 | ## Examples: 18 | 19 | Let’s say you’d like to run antisquat on "flipkart.com". 20 | 21 | Create a file named "domains.txt", then type in `flipkart.com`. Then run `python3.8 antisquat.py domains.txt`. 22 | 23 | AntiSquat generates several permutations of the domain, iterates through them one-by-one and tries extracting all contact information from the page. 24 | 25 | ### Test case: 26 | 27 | A test case for amazon.com is attached. To run it without any api keys, simply run `python3.8 test.py` 28 | 29 | ![AntiSquat running on Amazon.com](demo.png) 30 | 31 | Here, the tool appears to have captured a test phishing site for amazon.com. Similar domains that may be available for sale can be captured in this way and any contact information from the site may be extracted. 32 | 33 | If you'd like to know more about the tool, make sure to check out our blog. 34 | 35 | ## Acknowledgements 36 | 39 | 40 | *[`To know more about our Attack Surface Management platform, check out NVADR.`](https://redhuntlabs.com/nvadr)* 41 | -------------------------------------------------------------------------------- /gpt.py: -------------------------------------------------------------------------------- 1 | import argparse, openai, json, publicsuffix2 2 | 3 | openai_key_file_name = ".openai-key" 4 | 5 | def grab_openai_key(): 6 | try: 7 | key_file = open(openai_key_file_name, "r") 8 | key = key_file.read().strip().replace("\n","").replace("\t","").replace("\r","") 9 | key_file.close() 10 | if len(key) < 51: 11 | raise Exception() 12 | 13 | return key 14 | 15 | except: 16 | print("OpenAI key not found. Please paste a valid OpenAI key in a file named '{}'".format(openai_key_file_name)) 17 | exit(-1) 18 | 19 | 20 | def ask_chatgpt(query): 21 | api_key = grab_openai_key() 22 | 23 | openai.api_key = api_key 24 | response = openai.Completion.create ( 25 | model="text-davinci-003", 26 | prompt=query, 27 | temperature=0.5, 28 | max_tokens=2500, 29 | top_p=1, 30 | frequency_penalty=0, 31 | presence_penalty=0, 32 | stop=None, 33 | ) 34 | 35 | return response 36 | 37 | def prepare_output(chatgpt_response): 38 | return chatgpt_response["choices"][0]["text"] 39 | 40 | def simulate_typos(domain_name_only, size): 41 | if size < 3: size = 3 # ChatGPT fails if the value is less than 3 42 | prompt = """You are a near-sighted old-aged laptop user. You want to type the word "{domain}". What are at least {size} potential ways you could misspell it? Put them all in a JSON Array.""".format(domain=domain_name_only, size=size) 43 | results = json.loads(prepare_output(ask_chatgpt(prompt))) 44 | return results 45 | 46 | def generate_homoglyphs(domain_name_only, size): 47 | if size < 3: size = 3 # ChatGPT fails if the value is less than 3 48 | prompt = """Generate {size} unique and realistic homoglyphed-words that look identical to the word "{domain}". Put them all in a JSON Array.""".format(domain=domain_name_only, size=size) 49 | results = json.loads(prepare_output(ask_chatgpt(prompt))) 50 | return results 51 | 52 | def popular_typos(domain_name_only, size): 53 | if size < 3: size = 3 # ChatGPT fails if the value is less than 3 54 | prompt = """What are the most common misspellings of "{domain}" that you have found on the internet so far? Give me at least {size}. Put them all in a JSON Array.""".format(domain=domain_name_only, size=size) 55 | results = json.loads(prepare_output(ask_chatgpt(prompt))) 56 | return results 57 | 58 | def popular_tlds(size): 59 | if size < 3: size = 3 # ChatGPT fails if the value is less than 3 60 | prompt = """What are the {size} most popular TLDs and ccTLDs you have come across on hosting sites? Put them all in a JSON Array.""".format(size=size) 61 | results = json.loads(prepare_output(ask_chatgpt(prompt))) 62 | return results 63 | -------------------------------------------------------------------------------- /metadata_utils.py: -------------------------------------------------------------------------------- 1 | import json, re, bs4 2 | import domain_utils, web_utils, publicsuffix2 3 | from selenium import webdriver 4 | from webdriver_manager.chrome import ChromeDriverManager 5 | from selenium.webdriver.chrome.service import Service 6 | 7 | def get_page_text(source): 8 | soup = bs4.BeautifulSoup(source, 'html.parser') 9 | for script in soup(["script", "style"]): script.decompose() # extract and kill all script and style elements 10 | text = soup.get_text() # get text 11 | 12 | lines = (line.strip() for line in text.splitlines()) # break into lines and remove leading and trailing space on each 13 | chunks = (phrase.strip() for line in lines for phrase in line.split(" ")) # break multi-headlines into a line each 14 | text = '\n'.join(chunk for chunk in chunks if chunk) # drop blank lines 15 | 16 | return text 17 | 18 | def get_page_metadata(url): 19 | redirect_chain = [url] 20 | current_url = url 21 | options = webdriver.ChromeOptions() 22 | options.add_argument('--headless') 23 | options.add_argument("--window-size=1280,720") 24 | options.add_argument('--disable-gpu') 25 | service = Service(ChromeDriverManager(version='114.0.5735.90').install()) 26 | driver = webdriver.Chrome (service=service, options=options) 27 | 28 | # 1. Get redirection path 29 | 30 | while True: 31 | driver.get(current_url) 32 | current_url = driver.current_url 33 | if current_url in redirect_chain: 34 | break 35 | redirect_chain.append(current_url) 36 | 37 | # 1a. Read all text on last page 38 | source = driver.page_source 39 | page_text = driver.title + get_page_text(driver.page_source) 40 | driver.quit() 41 | 42 | # 2. Get emails on page 43 | email_regex = r'''([a-zA-Z0-9+._-]+@[a-zA-Z0-9._-]+\.[a-zA-Z0-9_-]+)''' 44 | emails = list(set(re.findall (email_regex, page_text))) 45 | 46 | # 3. Get phone numbers on page 47 | phone_regex = r'''(?:\+?\d[-() \d]*){8,12}''' 48 | phone_numbers = list(set(re.findall (phone_regex, page_text))) 49 | 50 | # 4. Get urls on page 51 | urls = web_utils.get_links(source) 52 | 53 | # 5. Purchasable? 54 | whois = domain_utils.is_buyable_whois(url) 55 | godaddy = domain_utils.is_buyable_godaddy(url) 56 | private = domain_utils.is_buyable_privately(page_text) 57 | 58 | redirects_to_target = False 59 | try: 60 | if domain_utils.get_domain_from_url(url) in domain_utils.get_domain_from_url(redirect_chain[-1]): redirects_to_target = True 61 | except: pass 62 | 63 | results = { 64 | "target" : url, 65 | "redirect_chain" : redirect_chain, 66 | "redirects_to_target" : redirects_to_target, 67 | "emails" : emails, 68 | "phone_numbers" : phone_numbers, 69 | "urls" : urls, 70 | "available_whois" : whois, 71 | "available_godaddy" : godaddy, 72 | "available_privately" : private, 73 | } 74 | 75 | return results 76 | 77 | 78 | -------------------------------------------------------------------------------- /text_utils.py: -------------------------------------------------------------------------------- 1 | import nltk, re, publicsuffix2 2 | 3 | def between(s, start, end): 4 | return s.split(start)[1].split(end)[0] 5 | 6 | def eliminate_from_blacklist(url_list, blacklist): 7 | new_url_list = [] 8 | if len(blacklist) == 0: return url_list 9 | 10 | for item in blacklist: 11 | for url in url_list: 12 | if item not in url: new_url_list.append(url) 13 | 14 | return new_url_list 15 | 16 | def clean_text(text): 17 | # Tokenize the text into sentences 18 | sentences = nltk.sent_tokenize(text) 19 | # Define the parts of speech to keep 20 | pos_to_keep = ['NN', 'NNS', 'NNP', 'NNPS', 'JJ', 'JJR', 'JJS', 'VB', 'VBD', 'VBG', 'VBN', 'VBP', 'VBZ'] 21 | # Define the stopwords to remove 22 | stopwords = nltk.corpus.stopwords.words('english') 23 | # Define the regex pattern to match non-alphanumeric characters 24 | pattern = re.compile(r'[^a-zA-Z0-9\s]') 25 | # Define the list of words to remove 26 | words_to_remove = ['\n'] + stopwords + ['mr', 'mrs', 'ms', 'dr', 'prof', 'etc'] 27 | # Clean each sentence 28 | cleaned_sentences = [] 29 | for sentence in sentences: 30 | # Tokenize the sentence into words 31 | words = nltk.word_tokenize(sentence) 32 | # Remove non-alphanumeric characters 33 | words = [pattern.sub('', word) for word in words] 34 | # Remove words that are less than 2 characters long 35 | words = [word for word in words if len(word) > 2] 36 | # Remove stopwords and other words to remove 37 | words = [word.lower() for word in words if word.lower() not in words_to_remove] 38 | # Tag the words with their parts of speech 39 | tagged_words = nltk.pos_tag(words) 40 | # Keep only the words with the desired parts of speech 41 | words_to_keep = [word for word, pos in tagged_words if pos in pos_to_keep] 42 | # Join the words back into a sentence 43 | cleaned_sentence = ' '.join(words_to_keep) 44 | cleaned_sentences.append(cleaned_sentence) 45 | # Join the cleaned sentences back into a block of text 46 | cleaned_text = ' '.join(cleaned_sentences) 47 | return cleaned_text 48 | 49 | ribbon_bar_keywords = [ 50 | "Home", 51 | "About", 52 | "Images", 53 | "News", 54 | "Shopping", 55 | "Products", 56 | "Services", 57 | "Solutions", 58 | "Pricing", 59 | "Features", 60 | "Blog", 61 | "Contact Us", 62 | "Support", 63 | "Help", 64 | "Sign In", 65 | "Sign Up", 66 | "Register", 67 | "Login", 68 | "Account", 69 | "Dashboard", 70 | "Profile", 71 | "Settings", 72 | "Notifications", 73 | "Orders", 74 | "Cart", 75 | "Wishlist", 76 | "Favorites", 77 | "Checkout", 78 | "Shipping", 79 | "Payment", 80 | "Order", 81 | "Privacy", 82 | "Policy", 83 | "Support", 84 | "Documentation", 85 | "API", 86 | "Integrations", 87 | "Analytics", 88 | "Reports", 89 | "Security", 90 | "Billing", 91 | "Upgrade", 92 | "Log Out", 93 | "Feedback", 94 | "Demo", 95 | "Live", 96 | "Chat", 97 | "Careers", 98 | "Partners", 99 | "Affiliate", 100 | "News", 101 | "Events", 102 | "Community", 103 | "Mobile" 104 | ] 105 | 106 | def generate_ribbon_bar_combinations(domain, keywords): 107 | tld = publicsuffix2.get_tld(domain) 108 | domain = domain.replace(tld, "").replace('.', '') 109 | 110 | combinations = [] 111 | 112 | domain = domain.strip("-_") 113 | 114 | for keyword in keywords: 115 | keyword = keyword.strip("-_").lower().replace(" ", "") 116 | combinations.append(f"{keyword}-{domain}.{tld}") 117 | combinations.append(f"{keyword}_{domain}.{tld}") 118 | combinations.append(f"{domain}-{keyword}.{tld}") 119 | combinations.append(f"{domain}_{keyword}.{tld}") 120 | combinations.append(f"{domain}{keyword}.{tld}") 121 | combinations.append(f"{keyword}{domain}.{tld}") 122 | 123 | final_list = [] 124 | for domain in combinations: 125 | if "https://" not in domain: final_list.append(f'https://{domain}') 126 | else: final_list.append(f'{domain}') 127 | 128 | return final_list 129 | 130 | def similar_word(string, substring): 131 | threshold=2 132 | 133 | string = string.lower() 134 | substring = substring.lower() 135 | 136 | def levenshtein_distance(s1, s2): 137 | m, n = len(s1), len(s2) 138 | dp = [[0] * (n + 1) for _ in range(m + 1)] 139 | 140 | for i in range(m + 1): 141 | for j in range(n + 1): 142 | if i == 0: dp[i][j] = j 143 | elif j == 0: dp[i][j] = i 144 | elif s1[i - 1] == s2[j - 1]: dp[i][j] = dp[i - 1][j - 1] 145 | else: dp[i][j] = 1 + min(dp[i - 1][j], dp[i][j - 1], dp[i - 1][j - 1]) 146 | return dp[m][n] 147 | 148 | for i in range(len(string) - len(substring) + 1): 149 | distance = levenshtein_distance(string[i:i + len(substring)], substring) 150 | if distance <= threshold: return True 151 | 152 | return False 153 | 154 | 155 | 156 | 157 | 158 | 159 | -------------------------------------------------------------------------------- /antisquat.py: -------------------------------------------------------------------------------- 1 | import argparse, cv2, publicsuffix2, shutil, json, selenium, traceback 2 | import web_utils, image_utils, text_utils, gpt, domain_utils, file_utils, metadata_utils 3 | 4 | metadata_file_name = "metadata_results.json" 5 | 6 | parser = argparse.ArgumentParser() 7 | 8 | def get_domain_list(): 9 | domain_list = [] 10 | parser.add_argument('domain_list', type=str, help="List of domains to run Antisquat on") 11 | args = parser.parse_args() 12 | if args.domain_list: 13 | try: 14 | f = open(args.domain_list, "r") 15 | domain_list = f.read().splitlines() 16 | f.close() 17 | except FileNotFoundError: 18 | print(args.domain_list + ": File not found") 19 | exit(-1) 20 | 21 | return domain_list 22 | 23 | def get_blacklist(): 24 | blacklist = [] 25 | parser.add_argument("-b", "--blacklist", help = "Line separated blacklist to skip") 26 | args = parser.parse_args() 27 | if args.blacklist: 28 | try: 29 | f = open(args.blacklist, "r") 30 | blacklist = f.read().splitlines() 31 | f.close() 32 | except FileNotFoundError: 33 | print(args.blacklist + ": File not found") 34 | exit(-1) 35 | 36 | return blacklist 37 | 38 | def logo(): 39 | art = """ 40 | ⠀⠀⠀⠀⠀⢀⣠⡤⢶⣾⠟⢻⡟⠻⣷⡶⢤⣄⡀⠀⠀⠀⠀⠀ 41 | ⠀⠀⠀⣠⡶⠋⠁⢠⡟⠁⠀⢸⡇⠀⠈⢻⡄⠈⠙⢶⣄⠀⠀⠀ 42 | ⠀⢀⡾⠛⠶⢦⣤⣟⣀⣀⣀⣸⣇⣀⣀⣀⣻⣤⡴⠶⠛⢷⡀⠀ 43 | ⢠⡿⠀⠀⠀⠀⣾⠃⠉⠉⠉⢹⡏⠉⠉⠉⠘⣷⠀⠀⠀⠀⢿⡄ 44 | ⣾⠃⠀⠀⠀⠀⣿⠀⠀⠀⠀⢸⡇⠀⠀⠀⠀⣿⠀⠀⠀⠀⠘⣷ 45 | ⠿⠶⠶⠶⠶⠾⠿⠶⠶⠶⠶⠾⠷⠶⠶⠶⠶⠿⠷⠶⠶⠶⠶⠿ 46 | A N T I S Q U A T 47 | Copyright © 2023 RedHunt Labs 48 | By Owais Shaikh (4f77616973) 49 | and Umair Nehri (umair9747) 50 | """ 51 | print(art) 52 | 53 | ############################################################################################# 54 | 55 | chatgpt_requests = 3 56 | phishtank_results_filename = "phishtank_results.json" 57 | 58 | logo() 59 | 60 | domain_list = get_domain_list() 61 | blacklist = get_blacklist() 62 | 63 | shutil.rmtree(web_utils.temp_dir_name, ignore_errors=True) 64 | 65 | godaddy = False 66 | if domain_utils.grab_godaddy_key(): godaddy = True 67 | 68 | for domain in domain_list: 69 | 70 | phishtank_results = [] 71 | ribbon_word_results = [] 72 | misspelled_results = [] 73 | homograph_results = [] 74 | 75 | try: 76 | domain = domain_utils.get_domain_from_url(domain) # extract domain only if any 77 | domain_without_tld = domain.replace(publicsuffix2.get_tld(domain),'').replace('.','') 78 | 79 | print("[>] Running antisquat on: " + domain) 80 | 81 | # Original page 82 | # print(f"[>] Grabbing page content from {domain}") 83 | # source = web_utils.get_page(domain) 84 | # page_text = web_utils.get_page_text(source.code) 85 | # image_text = image_utils.scan_image(source.screenshot) 86 | 87 | # Phishtank 88 | print(f"[>] Checking if {domain_without_tld} was used in a phishing URL recently...") 89 | phishtank_urls = web_utils.get_phishtank_urls() 90 | phishtank_results = [] 91 | for url in phishtank_urls: 92 | if text_utils.similar_word(url, domain_without_tld): phishtank_results.append(url) 93 | 94 | print(f"[!] Found {len(phishtank_results)} URLs from Phishtank.") 95 | phishtank_results = text_utils.eliminate_from_blacklist(phishtank_results, blacklist) 96 | 97 | if len (phishtank_results) > 0: 98 | data = { 99 | domain_without_tld : phishtank_results 100 | } 101 | 102 | print (json.dumps (data, indent=4)) 103 | 104 | file_utils.append_to_json_file(phishtank_results_filename, data) 105 | 106 | print("""Logged these in {filename}!""".format(filename=phishtank_results_filename)) 107 | 108 | # Ribbon list 109 | print("[+] Generating domains based on common ribbon patterns...") 110 | ribbon_word_urls = text_utils.generate_ribbon_bar_combinations(domain, text_utils.ribbon_bar_keywords) 111 | ribbon_word_results = text_utils.eliminate_from_blacklist(ribbon_word_urls, blacklist) 112 | print(f"[!] Generated {len(ribbon_word_urls)} URLs...") 113 | #for url in ribbon_word_results: print (f" - {url}") 114 | 115 | homoglyphed_words = gpt.generate_homoglyphs(domain_name_only=domain_without_tld, size=chatgpt_requests) 116 | common_typos = gpt.popular_typos(domain_name_only=domain_without_tld, size=chatgpt_requests) 117 | visual_typos = gpt.simulate_typos(domain_name_only=domain_without_tld, size=chatgpt_requests) 118 | popular_tlds = gpt.popular_tlds(size=chatgpt_requests) 119 | 120 | homoglyphed_domains = domain_utils.merge_lists (homoglyphed_words, popular_tlds) 121 | common_typos = domain_utils.merge_lists (common_typos, popular_tlds) 122 | visual_typos = domain_utils.merge_lists (visual_typos, popular_tlds) 123 | 124 | results = homograph_results + misspelled_results + ribbon_word_results + phishtank_results 125 | 126 | print(f"[!] Generated {len(results)} URLs to inspect in total...") 127 | print(f"[>] Beginning inspection...") 128 | 129 | for url in results: 130 | status = web_utils.is_available(url) 131 | if status == True: 132 | try: 133 | result = metadata_utils.get_page_metadata(item) 134 | print (json.dumps (result, indent=4)) 135 | file_utils.append_to_json_file(metadata_file_name, result) 136 | except selenium.common.exceptions.WebDriverException: pass 137 | else: print (f"[x] Skipping: {url}") 138 | 139 | except: # Invalid domain 140 | traceback.print_exc() 141 | print ("""'{domain}' is an invalid domain. Skipping...""".format(domain=url)) 142 | print ("Invalid domain name, skipping...") -------------------------------------------------------------------------------- /web_utils.py: -------------------------------------------------------------------------------- 1 | # importing webdriver from selenium 2 | from selenium import webdriver 3 | from selenium.webdriver.chrome.options import Options 4 | from selenium.webdriver.common.by import By 5 | from selenium.webdriver.support.ui import WebDriverWait 6 | from webdriver_manager.chrome import ChromeDriverManager 7 | from selenium.webdriver.chrome.service import Service 8 | import re, html, os, cv2, urllib, shutil, bs4, csv, time, glob, publicsuffix2 9 | import text_utils, image_utils 10 | 11 | temp_dir_name = ".imaging_temp" 12 | phishtank_timeout = 3600 13 | 14 | def get_links(source): 15 | urls = [] 16 | regex = "(?:(?:https?|ftp):\/\/)?[\w/\-?=%.]+\.[\w/\-&?=%.]+" 17 | matches = re.findall(regex, source) 18 | 19 | for match in matches: 20 | if '?' in match: 21 | match = match.replace(match.split('?',1)[1], '').replace('?', '') 22 | if "://" in match: 23 | url = html.unescape(match) 24 | urls.append(url) 25 | 26 | return list(filter(None, urls)) 27 | 28 | def get_image_links(source): 29 | extension_list = ["jpg", "png", "bmp", "gif"] 30 | image_links = [] 31 | links = get_links(source) 32 | for link in links: 33 | _, file_extension = os.path.splitext(link) 34 | if file_extension.replace('.', '') in extension_list: 35 | image_links.append(link) 36 | 37 | return image_links 38 | 39 | def get_hyper_links(source): 40 | links = get_links(source) 41 | hyper_links = [] 42 | for link in links: 43 | _, file_extension = os.path.splitext(link) 44 | if file_extension == '': 45 | hyper_links.append(link) 46 | 47 | return hyper_links 48 | 49 | def get_page_text(source): 50 | soup = bs4.BeautifulSoup(source, 'html.parser') 51 | for script in soup(["script", "style"]): script.decompose() # extract and kill all script and style elements 52 | text = soup.get_text() # get text 53 | 54 | lines = (line.strip() for line in text.splitlines()) # break into lines and remove leading and trailing space on each 55 | chunks = (phrase.strip() for line in lines for phrase in line.split(" ")) # break multi-headlines into a line each 56 | text = '\n'.join(chunk for chunk in chunks if chunk) # drop blank lines 57 | 58 | text = text_utils.separate_fused_words(text) 59 | 60 | return text 61 | 62 | class Image: 63 | def __init__(self, image: cv2.Mat, image_text: str, image_file_name: str): 64 | self.image = image 65 | self.image_text = image_text 66 | self.image_cached_file_name = image_file_name 67 | 68 | def download_image(url): 69 | if not os.path.exists(temp_dir_name): os.makedirs(temp_dir_name) 70 | 71 | image_file_name = temp_dir_name + '/' + os.path.basename(url) 72 | 73 | _file = open(image_file_name, "wb") 74 | _file.write(urllib.request.urlopen(url).read()) 75 | _file.close() 76 | 77 | image = cv2.imread(image_file_name) 78 | image_text = image_utils.scan_image(image) 79 | 80 | return Image (image=image, image_text=image_text, image_file_name=image_file_name) 81 | 82 | class Source: 83 | def __init__(self, screenshot: cv2.Mat, code: str, title: str): 84 | self.screenshot = screenshot 85 | self.code = code 86 | self.title = title 87 | 88 | def get_page(domain): 89 | #screenshot_file_name = temp_dir_name + '/' + domain.replace(".", "_").split("://")[0].split("/")[0] + ".png" 90 | if "://" not in domain and "http" not in domain: domain = "https://" + domain 91 | options = Options() 92 | options.add_argument('--headless') 93 | options.add_argument("--window-size=1280,720") 94 | options.add_argument('--disable-gpu') 95 | service = Service(ChromeDriverManager().install()) 96 | driver = webdriver.Chrome (service=service, options=options) 97 | driver.set_page_load_timeout(15) 98 | driver.get(domain) 99 | WebDriverWait(driver, 100).until(lambda driver: driver.execute_script('return document.readyState') == 'complete') 100 | html = driver.page_source 101 | title = driver.title 102 | 103 | #if not os.path.exists(temp_dir_name): os.makedirs(temp_dir_name) 104 | #driver.save_screenshot(screenshot_file_name) 105 | #driver.close() 106 | #screenshot = cv2.imread(screenshot_file_name) 107 | shutil.rmtree(temp_dir_name, ignore_errors=True) 108 | 109 | #return Source(screenshot, html, title) 110 | return Source(None, html, title) 111 | 112 | def get_phishtank_urls(): 113 | urls = [] 114 | phishtank_url = "http://data.phishtank.com/data/online-valid.csv" 115 | 116 | filename = f".phishtank.csv" 117 | 118 | if not os.path.exists(filename): 119 | phishtank_file = open(filename, "wb") 120 | print(f"[+] Downloading new phishtank URLs list...") 121 | phishtank_file.write(urllib.request.urlopen(phishtank_url).read()) 122 | phishtank_file.close() 123 | 124 | else: 125 | creation_time = os.path.getctime(filename) 126 | time_difference = time.time() - creation_time 127 | if time_difference >= phishtank_timeout: 128 | os.remove(filename) 129 | print(f"[+] Downloading new phistank URLs list...") 130 | phishtank_file = open(filename, "wb") 131 | phishtank_file.write(urllib.request.urlopen(phishtank_url).read()) 132 | phishtank_file.close() 133 | 134 | phishtank_file = open(filename, 'r') 135 | data = list(csv.reader(phishtank_file, delimiter=',')) 136 | phishtank_file.close() 137 | 138 | for entry in data: urls.append(entry[1]) 139 | return urls 140 | 141 | def is_available(url): 142 | success_codes = [200] 143 | try: 144 | response = urllib.request.urlopen(url, timeout=15) 145 | status_code = response.getcode() 146 | for code in success_codes: 147 | if str(code) in str(status_code): return True 148 | else: return False 149 | except urllib.error.URLError: 150 | return False 151 | 152 | def change_tld(domain): 153 | domains = [] 154 | 155 | tlds = [ 156 | "com", 157 | "net", 158 | "org", 159 | "info", 160 | "in", 161 | "ru", 162 | "ir", 163 | "uk", 164 | "de", 165 | "ua", 166 | "ca", 167 | "tr", 168 | "br", 169 | "io", 170 | "it", 171 | "nl", 172 | "pl", 173 | "us", 174 | "eu", 175 | "be", 176 | "se", 177 | "cc", 178 | "ro", 179 | "ar", 180 | "ph", 181 | "edu", 182 | "si", 183 | "link", 184 | "agency", 185 | "im", 186 | "digital", 187 | "is", 188 | "cm" 189 | ] 190 | 191 | for tld in tlds: 192 | domain = publicsuffix2.get_sld(domain) # extract domain only if any 193 | domain_without_tld = domain.replace(publicsuffix2.get_tld(domain),'').replace('.','') 194 | new_permutation = domain_without_tld + '.' + tld 195 | domains.append(new_permutation) 196 | 197 | final_list = [] 198 | for domain in domains: 199 | if "https://" not in domain: final_list.append(f'https://{domain}') 200 | else: final_list.append(f'{domain}') 201 | 202 | return final_list 203 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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No Surrender of Others' Freedom. 541 | 542 | If conditions are imposed on you (whether by court order, agreement or 543 | otherwise) that contradict the conditions of this License, they do not 544 | excuse you from the conditions of this License. If you cannot convey a 545 | covered work so as to satisfy simultaneously your obligations under this 546 | License and any other pertinent obligations, then as a consequence you may 547 | not convey it at all. For example, if you agree to terms that obligate you 548 | to collect a royalty for further conveying from those to whom you convey 549 | the Program, the only way you could satisfy both those terms and this 550 | License would be to refrain entirely from conveying the Program. 551 | 552 | 13. Use with the GNU Affero General Public License. 553 | 554 | Notwithstanding any other provision of this License, you have 555 | permission to link or combine any covered work with a work licensed 556 | under version 3 of the GNU Affero General Public License into a single 557 | combined work, and to convey the resulting work. The terms of this 558 | License will continue to apply to the part which is the covered work, 559 | but the special requirements of the GNU Affero General Public License, 560 | section 13, concerning interaction through a network will apply to the 561 | combination as such. 562 | 563 | 14. Revised Versions of this License. 564 | 565 | The Free Software Foundation may publish revised and/or new versions of 566 | the GNU General Public License from time to time. Such new versions will 567 | be similar in spirit to the present version, but may differ in detail to 568 | address new problems or concerns. 569 | 570 | Each version is given a distinguishing version number. If the 571 | Program specifies that a certain numbered version of the GNU General 572 | Public License "or any later version" applies to it, you have the 573 | option of following the terms and conditions either of that numbered 574 | version or of any later version published by the Free Software 575 | Foundation. If the Program does not specify a version number of the 576 | GNU General Public License, you may choose any version ever published 577 | by the Free Software Foundation. 578 | 579 | If the Program specifies that a proxy can decide which future 580 | versions of the GNU General Public License can be used, that proxy's 581 | public statement of acceptance of a version permanently authorizes you 582 | to choose that version for the Program. 583 | 584 | Later license versions may give you additional or different 585 | permissions. However, no additional obligations are imposed on any 586 | author or copyright holder as a result of your choosing to follow a 587 | later version. 588 | 589 | 15. Disclaimer of Warranty. 590 | 591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY 592 | APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY 594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, 595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM 597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF 598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 599 | 600 | 16. Limitation of Liability. 601 | 602 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 603 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS 604 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY 605 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE 606 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF 607 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD 608 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), 609 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF 610 | SUCH DAMAGES. 611 | 612 | 17. Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | AntiSquat 656 | Copyright (c) 2023 Owais Shaikh (owais.shaikh@redhuntlabs.com | 0x4f@tuta.io) and Umair Nehri (umair.nehri@redhuntlabs.com) 657 | Research @ RedHunt Labs Pvt Ltd 658 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 659 | This is free software, and you are welcome to redistribute it 660 | under certain conditions; type `show c' for details. 661 | 662 | The hypothetical commands `show w' and `show c' should show the appropriate 663 | parts of the General Public License. Of course, your program's commands 664 | might be different; for a GUI interface, you would use an "about box". 665 | 666 | You should also get your employer (if you work as a programmer) or school, 667 | if any, to sign a "copyright disclaimer" for the program, if necessary. 668 | For more information on this, and how to apply and follow the GNU GPL, see 669 | . 670 | 671 | The GNU General Public License does not permit incorporating your program 672 | into proprietary programs. If your program is a subroutine library, you 673 | may consider it more useful to permit linking proprietary applications with 674 | the library. If this is what you want to do, use the GNU Lesser General 675 | Public License instead of this License. But first, please read 676 | . 677 | -------------------------------------------------------------------------------- /phishtank_results.json: -------------------------------------------------------------------------------- 1 | [ 2 | { 3 | "shopify": [ 4 | "http://swisscomagn.com/pay/z0n51/?syclid=cj4uq02usvio784f5aqg&utm_campaign=emailmarketing_167645184276&utm_medium=email&utm_source=shopify_email", 5 | "https://221b51.myshopify.com/", 6 | "https://account-cdn-shopfy-account.instrument-ofgod.com/3245432432432.html", 7 | "https://virtualshopss23.myshopify.com/", 8 | "https://68d803.myshopify.com/", 9 | "http://super-shopping-de-ofertas.myshopify.com", 10 | "https://spotify-online.cleverapps.io/ch-en/Issued/settings/#s=51", 11 | "https://spotify-update-billing.com/", 12 | "https://shop-time-1651.myshopify.com/products/smartphone-samsung-galaxy-a12-64gb-4g-wi-fi-tela-6-5-dual-chip-4gb-ram-camera-quadrupla-selfie-8mp-azul", 13 | 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