├── .dockerignore ├── .github ├── cached_output │ ├── OWASP__json-sanitizer_CVE-2020-13973_1.2.0 │ │ ├── llm_labelled_sink_apis.json │ │ ├── llm_labelled_source_apis.json │ │ ├── llm_labelled_source_func_params.json │ │ └── llm_labelled_taint_prop_apis.json │ ├── jenkinsci__docker-commons-plugin_CVE-2022-20617_1.17 │ │ ├── llm_labelled_sink_apis.json │ │ ├── llm_labelled_source_apis.json │ │ ├── llm_labelled_source_func_params.json │ │ └── llm_labelled_taint_prop_apis.json │ ├── jmrozanec__cron-utils_CVE-2021-41269_9.1.5 │ │ ├── llm_labelled_sink_apis.json │ │ ├── llm_labelled_source_apis.json │ │ ├── llm_labelled_source_func_params.json │ │ └── llm_labelled_taint_prop_apis.json │ └── perwendel__spark_CVE-2018-9159_2.7.1 │ │ ├── llm_labelled_sink_apis.json │ │ ├── llm_labelled_source_apis.json │ │ ├── llm_labelled_source_func_params.json │ │ └── llm_labelled_taint_prop_apis.json ├── guide.md └── workflows │ ├── CI_pipeline.yml │ ├── mdbook.yml │ └── to_build.json ├── .gitignore ├── .gitmodules ├── Dockerfile ├── LICENSE ├── README.md ├── book.toml ├── data ├── Dockerfiles │ ├── DSpace_CVE-2025-53621_dspace-7.6.3 │ │ └── 134 │ │ │ └── Dockerfile │ ├── DSpace_CVE-2025-53622_dspace-7.6.3 │ │ └── 133 │ │ │ └── Dockerfile │ ├── DSpace__DSpace_CVE-2022-31192_5.10 │ │ └── 88 │ │ │ └── Dockerfile │ ├── DSpace__DSpace_CVE-2022-31194_5.10 │ │ └── 37 │ │ │ └── Dockerfile │ ├── DSpace__DSpace_CVE-2022-31195_5.10 │ │ └── 35 │ │ │ └── Dockerfile │ ├── ESAPI__esapi-java-legacy_CVE-2022-23457_2.2.3.1 │ │ └── 23 │ │ │ └── Dockerfile │ ├── ESAPI__esapi-java-legacy_CVE-2022-24891_2.2.3.1 │ │ └── 82 │ │ │ └── Dockerfile │ ├── Graylog2__graylog2-server_CVE-2023-41044_5.1.2 │ │ └── 47 │ │ │ └── Dockerfile │ ├── OWASP__json-sanitizer_CVE-2020-13973_1.2.0 │ │ └── 78 │ │ │ └── Dockerfile │ ├── OpenDJ_CVE-2025-27497_4.9.2 │ │ └── 199 │ │ │ └── Dockerfile │ ├── SpringSource__spring-security-oauth_CVE-2018-1260_2.3.2.RELEASE │ │ └── 100 │ │ │ └── Dockerfile │ ├── activemq-artemis_CVE-2025-27427_2.39.0 │ │ └── 185 │ │ │ └── Dockerfile │ ├── alibaba__nacos_CVE-2021-44667_2.0.3 │ │ └── 80 │ │ │ └── Dockerfile │ ├── alibaba__one-java-agent_CVE-2022-25842_0.0.1 │ │ └── 26 │ │ │ └── Dockerfile │ ├── allure2_CVE-2025-52888_2.34.0 │ │ └── 144 │ │ │ └── Dockerfile │ ├── apache__activemq_CVE-2014-3576_5.10.2 │ │ └── 63 │ │ │ └── Dockerfile │ ├── apache__activemq_CVE-2019-0222_5.15.8 │ │ └── 101 │ │ │ └── Dockerfile │ ├── apache__activemq_CVE-2020-11998_5.15.12 │ │ └── 104 │ │ │ └── Dockerfile │ ├── apache__axis-axis1-java_CVE-2023-51441_1.3.0 │ │ └── 124 │ │ │ └── Dockerfile │ ├── apache__dolphinscheduler_CVE-2022-26884_2.0.5 │ │ └── 39 │ │ │ └── Dockerfile │ ├── apache__dolphinscheduler_CVE-2022-34662_2.0.9 │ │ └── 40 │ │ │ └── Dockerfile │ ├── apache__dolphinscheduler_CVE-2023-49109_3.2.0 │ │ └── 120 │ │ │ └── Dockerfile │ ├── apache__dolphinscheduler_CVE-2023-51770_3.2.0 │ │ └── 119 │ │ │ └── Dockerfile │ ├── apache__dubbo_CVE-2021-30180_2.7.9 │ │ └── 107 │ │ │ └── Dockerfile │ ├── apache__flink_CVE-2020-17519_1.11.2 │ │ └── 17 │ │ │ └── Dockerfile │ ├── apache__incubator-dubbo_CVE-2021-30181_2.6.8 │ │ └── 108 │ │ │ └── Dockerfile │ ├── apache__jspwiki_CVE-2019-0225_2.11.0.M2 │ │ └── 10 │ │ │ └── Dockerfile │ ├── apache__jspwiki_CVE-2019-10076_2.11.0.M3 │ │ └── 72 │ │ │ └── Dockerfile │ ├── apache__jspwiki_CVE-2019-10077_2.11.0.M3 │ │ └── 71 │ │ │ └── Dockerfile │ ├── apache__jspwiki_CVE-2019-10078_2.11.0.M3 │ │ └── 73 │ │ │ └── Dockerfile │ ├── apache__jspwiki_CVE-2019-10089_2.11.0.M4 │ │ └── 74 │ │ │ └── Dockerfile │ ├── apache__jspwiki_CVE-2022-46907_2.11.3 │ │ └── 95 │ │ │ └── Dockerfile │ ├── apache__kafka_CVE-2025-27818_3.9.0 │ │ └── 125 │ │ │ └── Dockerfile │ ├── apache__kylin_CVE-2024-48944_5.0.0 │ │ └── 123 │ │ │ └── Dockerfile │ ├── apache__mina-sshd_CVE-2023-35887_2.9.2 │ │ └── 48 │ │ │ └── Dockerfile │ ├── apache__myfaces_CVE-2011-4367_2.0.11 │ │ └── 27 │ │ │ └── Dockerfile │ ├── apache__nifi_CVE-2022-33140_1.16.2 │ │ └── 67 │ │ │ └── Dockerfile │ ├── apache__rocketmq_CVE-2019-17572_4.6.0 │ │ └── 15 │ │ │ └── Dockerfile │ ├── apache__rocketmq_CVE-2023-33246_5.1.0 │ │ └── 118 │ │ │ └── Dockerfile │ ├── apache__rocketmq_CVE-2023-37582_4.9.6 │ │ └── 116 │ │ │ └── Dockerfile │ ├── apache__shiro_CVE-2023-34478_1.11.0 │ │ └── 49 │ │ │ └── Dockerfile │ ├── apache__shiro_CVE-2023-46749_1.12.0 │ │ └── 54 │ │ │ └── Dockerfile │ ├── apache__sling-org-apache-sling-servlets-resolver_CVE-2024-23673_2.10.0 │ │ └── 55 │ │ │ └── Dockerfile │ ├── apache__sling-org-apache-sling-xss_CVE-2016-5394_1.0.8 │ │ └── 87 │ │ │ └── Dockerfile │ ├── apache__struts_CVE-2020-17530_2.5.25 │ │ └── 103 │ │ │ └── Dockerfile │ ├── apache__tika_CVE-2018-11762_1.18 │ │ └── 8 │ │ │ └── Dockerfile │ ├── apache__uima-uimaj_CVE-2022-32287_3.3.0 │ │ └── 42 │ │ │ └── Dockerfile │ ├── asf__commons-io_CVE-2021-29425_2.6 │ │ └── 19 │ │ │ └── Dockerfile │ ├── asf__commons-text_CVE-2022-42889_1.9 │ │ └── 111 │ │ │ └── Dockerfile │ ├── asf__cxf_CVE-2016-6812_3.0.11 │ │ └── 86 │ │ │ └── Dockerfile │ ├── asf__cxf_CVE-2019-17573_3.2.11 │ │ └── 76 │ │ │ └── Dockerfile │ ├── asf__james-project_CVE-2022-22931_3.6.0 │ │ └── 21 │ │ │ └── Dockerfile │ ├── asf__karaf_CVE-2022-22932_4.3.5 │ │ └── 20 │ │ │ └── Dockerfile │ ├── asf__nifi_CVE-2023-34468_1.21.0 │ │ └── 115 │ │ │ └── Dockerfile │ ├── asf__nifi_CVE-2023-36542_1.22.0 │ │ └── 117 │ │ │ └── Dockerfile │ ├── asf__tapestry-5_CVE-2019-0207_5.4.4 │ │ └── 12 │ │ │ └── Dockerfile │ ├── aws__aws-sdk-java_CVE-2022-31159_1.12.260 │ │ └── 33 │ │ │ └── Dockerfile │ ├── camel_CVE-2025-30177_camel-4.10.2 │ │ └── 184 │ │ │ └── Dockerfile │ ├── cassandra-lucene-index_CVE-2025-26511_cassandra-4.0.16-1.0.0 │ │ └── 201 │ │ │ └── Dockerfile │ ├── codecentric__spring-boot-admin_CVE-2022-46166_2.6.9 │ │ └── 113 │ │ │ └── Dockerfile │ ├── codehaus-plexus__plexus-archiver_CVE-2018-1002200_3.5 │ │ └── 30 │ │ │ └── Dockerfile │ ├── codehaus-plexus__plexus-archiver_CVE-2023-37460_4.7.1 │ │ └── 50 │ │ │ └── Dockerfile │ ├── codehaus-plexus__plexus-utils_CVE-2017-1000487_3.0.15 │ │ └── 64 │ │ │ └── Dockerfile │ ├── codehaus-plexus__plexus-utils_CVE-2022-4244_3.0.23 │ │ └── 51 │ │ │ └── Dockerfile │ ├── commons-beanutils_CVE-2025-48734_commons-beanutils-1.10.1-RC1 │ │ └── 162 │ │ │ └── Dockerfile │ ├── commons-fileupload_CVE-2025-48976_commons-fileupload-1.5-RC1 │ │ └── 153 │ │ │ └── Dockerfile │ ├── conductor_CVE-2025-26074_v3.21.12 │ │ └── 141 │ │ │ └── Dockerfile │ ├── console_CVE-2025-2901_v3.7.10 │ │ └── 173 │ │ │ └── Dockerfile │ ├── crate__crate_5.5.1_CVE-2023-51982_5.5.1 │ │ └── 126 │ │ │ └── Dockerfile │ ├── cuba_CVE-2025-32959_7.2.22 │ │ └── 179 │ │ │ └── Dockerfile │ ├── cxf_CVE-2025-23184_cxf-3.5.9 │ │ └── 212 │ │ │ └── Dockerfile │ ├── cxf_CVE-2025-48795_cxf-3.5.10 │ │ └── 135 │ │ │ └── Dockerfile │ ├── diffplug__goomph_CVE-2022-26049_3.37.1 │ │ └── 38 │ │ │ └── Dockerfile │ ├── djl_CVE-2025-0851_v0.30.0 │ │ └── 208 │ │ │ └── Dockerfile │ ├── dromara__hutool_CVE-2018-17297_4.1.11 │ │ └── 7 │ │ │ └── Dockerfile │ ├── eclipse-ee4j__glassfish_CVE-2022-2712_6.2.5 │ │ └── 44 │ │ │ └── Dockerfile │ ├── eclipse__hawkbit_CVE-2020-27219_0.3.0M6 │ │ └── 79 │ │ │ └── Dockerfile │ ├── emissary_CVE-2025-27508_8.23.0 │ │ └── 198 │ │ │ └── Dockerfile │ ├── fabric8io__kubernetes-client_CVE-2021-4178_5.0.2 │ │ └── 110 │ │ │ └── Dockerfile │ ├── ff4j__ff4j_CVE-2022-44262_1.8.13 │ │ └── 112 │ │ │ └── Dockerfile │ ├── folio-org__spring-module-core_CVE-2022-4963_2.0.0 │ │ └── 122 │ │ │ └── Dockerfile │ ├── geoserver_CVE-2025-27505_2.26.2 │ │ └── 157 │ │ │ └── Dockerfile │ ├── geoserver_CVE-2025-30145_2.26.2 │ │ └── 156 │ │ │ └── Dockerfile │ ├── graylog2-server_CVE-2025-53106_6.2.3 │ │ └── 140 │ │ │ └── Dockerfile │ ├── hapifhir__org.hl7.fhir.core_CVE-2023-24057_5.6.91 │ │ └── 45 │ │ │ └── Dockerfile │ ├── hapifhir__org.hl7.fhir.core_CVE-2023-28465_5.6.105 │ │ └── 46 │ │ │ └── Dockerfile │ ├── hibernate__hibernate-validator_CVE-2019-10219_6.0.17.Final │ │ └── 75 │ │ │ └── Dockerfile │ ├── incubator-seata_CVE-2025-32897_v2.2.0 │ │ └── 143 │ │ │ └── Dockerfile │ ├── inlong_CVE-2025-27522_2.1.0-RC0 │ │ └── 166 │ │ │ └── Dockerfile │ ├── inlong_CVE-2025-27526_2.1.0-RC0 │ │ └── 164 │ │ │ └── Dockerfile │ ├── inlong_CVE-2025-27528_2.1.0-RC0 │ │ └── 165 │ │ │ └── Dockerfile │ ├── inlong_CVE-2025-27531_2.0.0-RC0 │ │ └── 159 │ │ │ └── Dockerfile │ ├── iotdb_CVE-2025-26795_v1.3.3 │ │ └── 170 │ │ │ └── Dockerfile │ ├── iotdb_CVE-2025-26864_v1.3.3 │ │ └── 171 │ │ │ └── Dockerfile │ ├── jackrabbit_CVE-2025-53689_jackrabbit-2.23.1-beta │ │ └── 136 │ │ │ └── Dockerfile │ ├── jeecgboot__jeecgboot_CVE-2022-45206_3.4.3 │ │ └── 121 │ │ │ └── Dockerfile │ ├── jena_CVE-2025-49656_jena-5.4.0 │ │ └── 131 │ │ │ └── Dockerfile │ ├── jenkins_CVE-2025-31720_prototype-1.7 │ │ └── Dockerfile │ ├── jenkins_CVE-2025-31721_prototype-1.7 │ │ └── Dockerfile │ ├── jenkinsci__docker-commons-plugin_CVE-2022-20617_1.17 │ │ └── 59 │ │ │ └── Dockerfile │ ├── jenkinsci__git-client-plugin_CVE-2019-10392_2.8.4 │ │ └── 65 │ │ │ └── Dockerfile │ ├── jenkinsci__perfecto-plugin_CVE-2020-2261_1.17 │ │ └── 66 │ │ │ └── Dockerfile │ ├── jenkinsci__script-security-plugin_CVE-2023-24422_1228.vd93135a_2fb_25 │ │ └── 68 │ │ │ └── Dockerfile │ ├── jenkinsci__workflow-cps-global-lib-plugin_CVE-2022-25174_544.vff04fa68714d │ │ └── 61 │ │ │ └── Dockerfile │ ├── jenkinsci__workflow-cps-plugin_CVE-2022-25173_2646.v6ed3b5b01ff1 │ │ └── 60 │ │ │ └── Dockerfile │ ├── jenkinsci__workflow-multibranch-plugin_CVE-2022-25175_706.vd43c65dec013 │ │ └── 62 │ │ │ └── Dockerfile │ ├── jeremylong__DependencyCheck_CVE-2018-12036_3.1.2 │ │ └── 29 │ │ │ └── Dockerfile │ ├── jetty.project_CVE-2025-1948_jetty-12.0.16 │ │ └── 172 │ │ │ └── Dockerfile │ ├── jlangch__venice_CVE-2022-36007_1.10.16 │ │ └── 34 │ │ │ └── Dockerfile │ ├── jmrozanec__cron-utils_CVE-2021-41269_9.1.5 │ │ └── 102 │ │ │ └── Dockerfile │ ├── joniles__mpxj_CVE-2020-35460_8.3.4 │ │ └── 16 │ │ │ └── Dockerfile │ ├── jpawebapi_CVE-2025-32961_v1.1.0 │ │ └── 177 │ │ │ └── Dockerfile │ ├── jstachio__jstachio_CVE-2023-33962_1.0.0 │ │ └── 98 │ │ │ └── Dockerfile │ ├── jte_CVE-2025-23026_3.1.15 │ │ └── 213 │ │ │ └── Dockerfile │ ├── junit-framework_CVE-2025-53103_r5.13.1 │ │ └── 139 │ │ │ └── Dockerfile │ ├── keycloak_CVE-2025-0604_26.1.2 │ │ └── 195 │ │ │ └── Dockerfile │ ├── keycloak_CVE-2025-1391_26.1.2 │ │ └── 194 │ │ │ └── Dockerfile │ ├── keycloak_CVE-2025-3501_26.2.1 │ │ └── 175 │ │ │ └── Dockerfile │ ├── keycloak_CVE-2025-3910_26.2.1 │ │ └── 174 │ │ │ └── Dockerfile │ ├── keycloak_CVE-2025-7365_26.0.12 │ │ └── 129 │ │ │ └── Dockerfile │ ├── keycloak_CVE-2025-7784_26.2.5 │ │ └── 128 │ │ │ └── Dockerfile │ ├── keycloak__keycloak_CVE-2014-3656_1.0.5.Final │ │ └── 85 │ │ │ └── Dockerfile │ ├── keycloak__keycloak_CVE-2022-1274_20.0.4 │ │ └── 90 │ │ │ └── Dockerfile │ ├── keycloak__keycloak_CVE-2022-3782_20.0.1 │ │ └── 43 │ │ │ └── Dockerfile │ ├── keycloak__keycloak_CVE-2022-4137_20.0.4 │ │ └── 89 │ │ │ └── Dockerfile │ ├── keycloak__keycloak_CVE-2022-4361_21.1.1 │ │ └── 96 │ │ │ └── Dockerfile │ ├── kubernetes-client__java_CVE-2020-8570_client-java-parent-9.0.1 │ │ └── 18 │ │ │ └── Dockerfile │ ├── kylin_CVE-2025-30067_kylin-5.0.1 │ │ └── 187 │ │ │ └── Dockerfile │ ├── local-s3_CVE-2025-27136_1.20 │ │ └── 197 │ │ │ └── Dockerfile │ ├── nahsra__antisamy_CVE-2016-10006_1.5.3 │ │ └── 69 │ │ │ └── Dockerfile │ ├── nahsra__antisamy_CVE-2017-14735_1.5.6 │ │ └── 70 │ │ │ └── Dockerfile │ ├── nahsra__antisamy_CVE-2022-28367_1.6.5 │ │ └── 81 │ │ │ └── Dockerfile │ ├── nahsra__antisamy_CVE-2022-29577_1.6.6.1 │ │ └── 83 │ │ │ └── Dockerfile │ ├── oic-auth-plugin_CVE-2025-24399_4.452.v2849b_d3945fa_ │ │ └── 211 │ │ │ └── Dockerfile │ ├── opencast_CVE-2025-54380_17.5 │ │ └── 130 │ │ │ └── Dockerfile │ ├── para_CVE-2025-48955_v1.50.7 │ │ └── 161 │ │ │ └── Dockerfile │ ├── para_CVE-2025-49009_v1.50.7 │ │ └── 158 │ │ │ └── Dockerfile │ ├── payara__Payara_CVE-2022-37422_5.2022.2 │ │ └── 36 │ │ │ └── Dockerfile │ ├── perwendel__spark_CVE-2016-9177_2.5.1 │ │ └── 3 │ │ │ └── Dockerfile │ ├── perwendel__spark_CVE-2018-9159_2.7.1 │ │ └── 2 │ │ │ └── Dockerfile │ ├── powsybl-core_CVE-2025-47293_v6.7.1 │ │ └── 150 │ │ │ └── Dockerfile │ ├── powsybl-core_CVE-2025-47771_v6.7.1 │ │ └── 149 │ │ │ └── Dockerfile │ ├── powsybl-core_CVE-2025-48058_v6.7.1 │ │ └── 148 │ │ │ └── Dockerfile │ ├── powsybl-core_CVE-2025-48059_v6.2.4 │ │ └── 147 │ │ │ └── Dockerfile │ ├── quarkus_CVE-2025-49574_3.23.4 │ │ └── 145 │ │ │ └── Dockerfile │ ├── restapi_CVE-2025-32960_v7.2.6 │ │ └── 178 │ │ │ └── Dockerfile │ ├── rhuss__jolokia_CVE-2018-1000129_1.4.0 │ │ └── 84 │ │ │ └── Dockerfile │ ├── simple-queue-plugin_CVE-2025-31723_simple-queue-1.4.6 │ │ └── 183 │ │ │ └── Dockerfile │ ├── smallrye-fault-tolerance_CVE-2025-2240_6.4.1 │ │ └── 193 │ │ │ └── Dockerfile │ ├── snowflake-jdbc_CVE-2025-24789_v3.21.1 │ │ └── 210 │ │ │ └── Dockerfile │ ├── snowflake-jdbc_CVE-2025-24790_v3.21.1 │ │ └── 209 │ │ │ └── Dockerfile │ ├── snowflake-jdbc_CVE-2025-27496_v3.23.0 │ │ └── 192 │ │ │ └── Dockerfile │ ├── solon_CVE-2025-1584_v3.0.8 │ │ └── 200 │ │ │ └── Dockerfile │ ├── solon_CVE-2025-46096_v3.1.2 │ │ └── 154 │ │ │ └── Dockerfile │ ├── spring-cloud__spring-cloud-config_CVE-2020-5405_2.1.6.RELEASE │ │ └── 14 │ │ │ └── Dockerfile │ ├── spring-cloud__spring-cloud-config_CVE-2020-5410_2.1.8.RELEASE │ │ └── 13 │ │ │ └── Dockerfile │ ├── spring-cloud__spring-cloud-gateway_CVE-2022-22947_3.0.6 │ │ └── 106 │ │ │ └── Dockerfile │ ├── spring-projects__spring-framework_CVE-2022-22965_5.2.19.RELEASE │ │ └── 105 │ │ │ └── Dockerfile │ ├── spring-projects__spring-security_CVE-2011-2732_2.0.6.RELEASE │ │ └── 109 │ │ │ └── Dockerfile │ ├── spring-security_CVE-2025-22223_6.4.3 │ │ └── 188 │ │ │ └── Dockerfile │ ├── spring-security_CVE-2025-22228_6.3.7 │ │ └── 190 │ │ │ └── Dockerfile │ ├── square__retrofit_CVE-2018-1000850_2.4.0 │ │ └── 9 │ │ │ └── Dockerfile │ ├── srikanth-lingala__zip4j_CVE-2018-1002202_1.3.2 │ │ └── 25 │ │ │ └── Dockerfile │ ├── syntax-markdown_CVE-2025-46558_syntax-markdown-8.8 │ │ └── 176 │ │ │ └── Dockerfile │ ├── templating-engine-plugin_CVE-2025-31722_2.5.3 │ │ └── 180 │ │ │ └── Dockerfile │ ├── undertow-io__undertow_CVE-2014-7816_1.0.16.Final │ │ └── 28 │ │ │ └── Dockerfile │ ├── valtimo-backend-libraries_CVE-2025-48881_12.12.0.RELEASE │ │ └── 163 │ │ │ └── Dockerfile │ ├── vert-x3__vertx-web_CVE-2018-12542_3.5.3.CR1 │ │ └── 5 │ │ │ └── Dockerfile │ ├── vert-x3__vertx-web_CVE-2019-17640_3.9.3 │ │ └── 22 │ │ │ └── Dockerfile │ ├── webdrivermanager_CVE-2025-4641_webdrivermanager-6.0.1 │ │ └── 169 │ │ │ └── Dockerfile │ ├── whitesource__curekit_CVE-2022-23082_1.1.3 │ │ └── 32 │ │ │ └── Dockerfile │ ├── wildfly-core_CVE-2025-23367_27.0.0.Beta7 │ │ └── 207 │ │ │ └── Dockerfile │ ├── wildfly__wildfly_CVE-2018-1047_11.0.0.Final │ │ └── 4 │ │ │ └── Dockerfile │ ├── x-stream__xstream_CVE-2013-7285_1.4.6 │ │ └── 56 │ │ │ └── Dockerfile │ ├── x-stream__xstream_CVE-2020-26217_1.4.14-java7 │ │ └── 57 │ │ │ └── Dockerfile │ ├── x-stream__xstream_CVE-2021-21345_1.4.15 │ │ └── 58 │ │ │ └── Dockerfile │ ├── xerial__sqlite-jdbc_CVE-2023-32697_3.41.2.1 │ │ └── 114 │ │ │ └── Dockerfile │ ├── xuxueli__xxl-job_CVE-2020-29204_2.2.0 │ │ └── 77 │ │ │ └── Dockerfile │ ├── xwiki__xwiki-commons_CVE-2022-24897_12.6.6 │ │ └── 24 │ │ │ └── Dockerfile │ ├── xwiki__xwiki-commons_CVE-2023-29201_14.6 │ │ └── 91 │ │ │ └── Dockerfile │ ├── xwiki__xwiki-commons_CVE-2023-29528_14.9-rc-1 │ │ └── 92 │ │ │ └── Dockerfile │ ├── xwiki__xwiki-commons_CVE-2023-31126_14.10.3 │ │ └── 94 │ │ │ └── Dockerfile │ ├── xwiki__xwiki-commons_CVE-2023-36471_14.10.5 │ │ └── 97 │ │ │ └── Dockerfile │ ├── xwiki__xwiki-rendering_CVE-2023-32070_14.6 │ │ └── 93 │ │ │ └── Dockerfile │ ├── xwiki__xwiki-rendering_CVE-2023-37908_14.10.3 │ │ └── 99 │ │ │ └── Dockerfile │ ├── yamcs__yamcs_CVE-2023-45277_5.8.6 │ │ └── 53 │ │ │ └── Dockerfile │ ├── yamcs__yamcs_CVE-2023-45278_5.8.6 │ │ └── 52 │ │ │ └── Dockerfile │ ├── zeroturnaround__zt-zip_CVE-2018-1002201_1.12 │ │ └── 31 │ │ │ └── Dockerfile │ └── zohoqengine-plugin_CVE-2025-30197_1.0.29.vfa_cc23396502 │ │ └── 191 │ │ └── Dockerfile ├── IRIS_docker_build_durations.csv ├── build_cmds.csv ├── build_info.csv ├── fix_info.csv ├── fix_info_source_sink.csv ├── package-names │ ├── DSpace__DSpace_CVE-2016-10726_4.4.txt │ ├── DSpace__DSpace_CVE-2022-31192_5.10.txt │ ├── DSpace__DSpace_CVE-2022-31194_5.10.txt │ ├── DSpace__DSpace_CVE-2022-31195_5.10.txt │ ├── ESAPI__esapi-java-legacy_CVE-2022-23457_2.2.3.1.txt │ ├── ESAPI__esapi-java-legacy_CVE-2022-24891_2.2.3.1.txt │ ├── Graylog2__graylog2-server_CVE-2023-41044_5.1.2.txt │ ├── OWASP__json-sanitizer_CVE-2020-13973_1.2.0.txt │ ├── SpringSource__spring-security-oauth_CVE-2018-1260_2.3.2.RELEASE.txt │ ├── alibaba__nacos_CVE-2021-44667_2.0.3.txt │ ├── alibaba__one-java-agent_CVE-2022-25842_0.0.1.txt │ ├── apache__activemq_CVE-2014-3576_5.10.2.txt │ ├── apache__activemq_CVE-2019-0222_5.15.8.txt │ ├── apache__activemq_CVE-2020-11998_5.15.12.txt │ ├── apache__axis-axis1-java_CVE-2023-51441_1.3.0.txt │ ├── apache__camel_CVE-2018-8041_2.20.3.txt │ ├── apache__camel_CVE-2019-0194_2.21.4.txt │ ├── apache__dolphinscheduler_CVE-2022-26884_2.0.5.txt │ ├── apache__dolphinscheduler_CVE-2022-34662_2.0.9.txt │ ├── apache__dolphinscheduler_CVE-2023-49109_3.2.0.txt │ ├── apache__dolphinscheduler_CVE-2023-51770_3.2.0.txt │ ├── apache__dubbo_CVE-2021-30180_2.7.9.txt │ ├── apache__flink_CVE-2020-17519_1.11.2.txt │ ├── apache__incubator-dubbo_CVE-2021-30181_2.6.8.txt │ ├── apache__jspwiki_CVE-2019-0225_2.11.0.M2.txt │ ├── apache__jspwiki_CVE-2019-10076_2.11.0.M3.txt │ ├── apache__jspwiki_CVE-2019-10077_2.11.0.M3.txt │ ├── apache__jspwiki_CVE-2019-10078_2.11.0.M3.txt │ ├── apache__jspwiki_CVE-2019-10089_2.11.0.M4.txt │ ├── apache__jspwiki_CVE-2022-46907_2.11.3.txt │ ├── apache__kylin_CVE-2024-48944_5.0.0.txt │ ├── apache__mina-sshd_CVE-2023-35887_2.9.2.txt │ ├── apache__myfaces_CVE-2011-4367_2.0.11.txt │ ├── apache__nifi_CVE-2022-33140_1.16.2.txt │ ├── apache__rocketmq_CVE-2019-17572_4.6.0.txt │ ├── apache__rocketmq_CVE-2023-33246_5.1.0.txt │ ├── apache__rocketmq_CVE-2023-37582_4.9.6.txt │ ├── apache__shiro_CVE-2023-34478_1.11.0.txt │ ├── apache__shiro_CVE-2023-46749_1.12.0.txt │ ├── apache__sling-org-apache-sling-servlets-resolver_CVE-2024-23673_2.10.0.txt │ ├── apache__sling-org-apache-sling-xss_CVE-2016-5394_1.0.8.txt │ ├── apache__struts_CVE-2020-17530_2.5.25.txt │ ├── apache__tika_CVE-2018-11762_1.18.txt │ ├── apache__uima-uimaj_CVE-2022-32287_3.3.0.txt │ ├── asf__commons-io_CVE-2021-29425_2.6.txt │ ├── asf__commons-text_CVE-2022-42889_1.9.txt │ ├── asf__cxf_CVE-2016-6812_3.0.11.txt │ ├── asf__cxf_CVE-2019-17573_3.2.11.txt │ ├── asf__james-project_CVE-2022-22931_3.6.0.txt │ ├── asf__karaf_CVE-2022-22932_4.3.5.txt │ ├── asf__nifi_CVE-2023-34468_1.21.0.txt │ ├── asf__nifi_CVE-2023-36542_1.22.0.txt │ ├── asf__tapestry-5_CVE-2019-0207_5.4.4.txt │ ├── aws__aws-sdk-java_CVE-2022-31159_1.12.260.txt │ ├── codecentric__spring-boot-admin_CVE-2022-46166_2.6.9.txt │ ├── codehaus-plexus__plexus-archiver_CVE-2018-1002200_3.5.txt │ ├── codehaus-plexus__plexus-archiver_CVE-2023-37460_4.7.1.txt │ ├── codehaus-plexus__plexus-utils_CVE-2017-1000487_3.0.15.txt │ ├── codehaus-plexus__plexus-utils_CVE-2022-4244_3.0.23.txt │ ├── crate__crate_5.5.1_CVE-2023-51982_5.5.1.txt │ ├── diffplug__goomph_CVE-2022-26049_3.37.1.txt │ ├── dromara__hutool_CVE-2018-17297_4.1.11.txt │ ├── eclipse-ee4j__glassfish_CVE-2022-2712_6.2.5.txt │ ├── eclipse__hawkbit_CVE-2020-27219_0.3.0M6.txt │ ├── fabric8io__kubernetes-client_CVE-2021-4178_5.0.2.txt │ ├── ff4j__ff4j_CVE-2022-44262_1.8.13.txt │ ├── folio-org__spring-module-core_CVE-2022-4963_2.0.0.txt │ ├── hapifhir__hapi-fhir_CVE-2023-24057_5.6.91.txt │ ├── hapifhir__hapi-fhir_CVE-2023-28465_5.6.105.txt │ ├── hibernate__hibernate-validator_CVE-2019-10219_6.0.17.Final.txt │ ├── jeecgboot__jeecgboot_CVE-2022-45206_3.4.3.txt │ ├── jenkinsci__docker-commons-plugin_CVE-2022-20617_1.17.txt │ ├── jenkinsci__git-client-plugin_CVE-2019-10392_2.8.4.txt │ ├── jenkinsci__perfecto-plugin_CVE-2020-2261_1.17.txt │ ├── jenkinsci__script-security-plugin_CVE-2023-24422_1228.vd93135a_2fb_25.txt │ ├── jenkinsci__workflow-cps-global-lib-plugin_CVE-2022-25174_544.vff04fa68714d.txt │ ├── jenkinsci__workflow-cps-plugin_CVE-2022-25173_2646.v6ed3b5b01ff1.txt │ ├── jenkinsci__workflow-multibranch-plugin_CVE-2022-25175_706.vd43c65dec013.txt │ ├── jeremylong__DependencyCheck_CVE-2018-12036_3.1.2.txt │ ├── jlangch__venice_CVE-2022-36007_1.10.16.txt │ ├── jmrozanec__cron-utils_CVE-2021-41269_9.1.5.txt │ ├── joniles__mpxj_CVE-2020-35460_8.3.4.txt │ ├── jstachio__jstachio_CVE-2023-33962_1.0.0.txt │ ├── keycloak__keycloak_CVE-2014-3656_1.0.5.Final.txt │ ├── keycloak__keycloak_CVE-2022-1274_20.0.4.txt │ ├── keycloak__keycloak_CVE-2022-3782_20.0.1.txt │ ├── keycloak__keycloak_CVE-2022-4137_20.0.4.txt │ ├── keycloak__keycloak_CVE-2022-4361_21.1.1.txt │ ├── kubernetes-client__java_CVE-2020-8570_client-java-parent-9.0.1.txt │ ├── mapfish__mapfish-print_CVE-2020-15231_3.22.0.txt │ ├── nahsra__antisamy_CVE-2016-10006_1.5.3.txt │ ├── nahsra__antisamy_CVE-2017-14735_1.5.6.txt │ ├── nahsra__antisamy_CVE-2022-28367_1.6.5.txt │ ├── nahsra__antisamy_CVE-2022-29577_1.6.6.1.txt │ ├── payara__Payara_CVE-2022-37422_5.2022.2.txt │ ├── perwendel__spark_CVE-2016-9177_2.5.1.txt │ ├── perwendel__spark_CVE-2018-9159_2.7.1.txt │ ├── rhuss__jolokia_CVE-2018-1000129_1.4.0.txt │ ├── spring-cloud__spring-cloud-config_CVE-2020-5405_2.1.6.RELEASE.txt │ ├── spring-cloud__spring-cloud-config_CVE-2020-5410_2.1.8.RELEASE.txt │ ├── spring-cloud__spring-cloud-gateway_CVE-2022-22947_3.0.6.txt │ ├── spring-projects__spring-framework_CVE-2022-22965_5.2.19.RELEASE.txt │ ├── spring-projects__spring-security_CVE-2011-2732_2.0.6.RELEASE.txt │ ├── square__retrofit_CVE-2018-1000850_2.4.0.txt │ ├── srikanth-lingala__zip4j_CVE-2018-1002202_1.3.2.txt │ ├── testng-team__testng_CVE-2022-4065_7.5.txt │ ├── undertow-io__undertow_CVE-2014-7816_1.0.16.Final.txt │ ├── vert-x3__vertx-web_CVE-2018-12542_3.5.3.CR1.txt │ ├── vert-x3__vertx-web_CVE-2019-17640_3.9.3.txt │ ├── whitesource__curekit_CVE-2022-23082_1.1.3.txt │ ├── wildfly__wildfly_CVE-2018-1047_11.0.0.Final.txt │ ├── x-stream__xstream_CVE-2013-7285_1.4.6.txt │ ├── x-stream__xstream_CVE-2020-26217_1.4.14-java7.txt │ ├── x-stream__xstream_CVE-2021-21345_1.4.15.txt │ ├── xerial__sqlite-jdbc_CVE-2023-32697_3.41.2.1.txt │ ├── xuxueli__xxl-job_CVE-2020-29204_2.2.0.txt │ ├── xwiki__xwiki-commons_CVE-2022-24897_12.6.6.txt │ ├── xwiki__xwiki-commons_CVE-2023-29201_14.6.txt │ ├── xwiki__xwiki-commons_CVE-2023-29528_14.9-rc-1.txt │ ├── xwiki__xwiki-commons_CVE-2023-31126_14.10.3.txt │ ├── xwiki__xwiki-commons_CVE-2023-36471_14.10.5.txt │ ├── xwiki__xwiki-rendering_CVE-2023-32070_14.6.txt │ ├── xwiki__xwiki-rendering_CVE-2023-37908_14.10.3.txt │ ├── yamcs__yamcs_CVE-2023-45277_5.8.6.txt │ ├── yamcs__yamcs_CVE-2023-45278_5.8.6.txt │ └── zeroturnaround__zt-zip_CVE-2018-1002201_1.12.txt ├── patches │ ├── apache__camel_CVE-2018-8041_2.20.3.patch │ ├── apache__camel_CVE-2019-0194_2.21.4.patch │ ├── cassandra-lucene-index_CVE-2025-26511_cassandra-4.0.16-1.0.0.patch │ ├── crate__crate_5.5.1_CVE-2023-51982_5.5.1.patch │ ├── jstachio__jstachio_CVE-2023-33962_1.0.0.patch │ ├── keycloak__keycloak_CVE-2022-1274_20.0.4.patch │ ├── keycloak__keycloak_CVE-2022-4137_20.0.4.patch │ ├── keycloak__keycloak_CVE-2022-4361_21.1.1.patch │ ├── mapfish__mapfish-print_CVE-2020-15231_3.22.0.patch │ ├── testng-team__testng_CVE-2022-4065_7.5.patch │ └── xwiki__xwiki-commons_CVE-2022-24897_12.6.6.patch ├── project_info.csv └── source_sink_detect.csv ├── dep_configs.json ├── dep_configs.linux_x64.json ├── docs ├── SUMMARY.md ├── about │ ├── citation.md │ └── team.md ├── architecture │ ├── dataset.md │ ├── results.md │ └── workflow.md ├── assets │ ├── dataset-collection.png │ ├── iris_arch.png │ ├── iris_logo.svg │ └── visualizer.png ├── development │ ├── adding-cwes.md │ ├── changelog.md │ └── contributing.md ├── environment-setup │ ├── docker.md │ └── native.md ├── features │ ├── cwes.md │ ├── models.md │ └── visualizer.md ├── introduction.md └── quickstart.md ├── environment.yml ├── iclr-2025-results ├── CodeQL.csv ├── IRIS+DeepSeekCoder-33B.csv ├── IRIS+DeepSeekCoder-7B.csv ├── IRIS+GPT-3.5.csv ├── IRIS+GPT-4.csv ├── IRIS+Gemma2-27B.csv ├── IRIS+Llama3-70B.csv ├── IRIS+Llama3-8B.csv └── IRIS+Qwen2.5-32B.csv ├── scripts ├── __init__.py ├── build_codeql_dbs.py ├── build_one.py ├── codeql-queries │ ├── packages.ql │ └── qlpack.yml ├── docker_utils.py ├── fetch_and_build.py ├── fetch_one.py ├── get_packages_codeql.py └── install_deps.sh ├── src ├── __init__.py ├── codeql_queries.py ├── codeql_vul.py ├── config.py ├── cwe-queries │ ├── codeql-version-2.15.0 │ │ └── cwe-queries-2.15.0.zip │ ├── cwe-022 │ │ ├── MyTaintedPathQuery.qll │ │ ├── PathCreation.qll │ │ ├── cwe-022wLLM.ql │ │ ├── cwe-022wLLMAugmented.ql │ │ ├── cwe-022wLLMSinksOnly.ql │ │ └── cwe-022wLLMSourcesOnly.ql │ ├── cwe-078 │ │ ├── CommandInjectionRuntimeExecLocalwLLM.ql │ │ ├── CommandInjectionRuntimeExecwLLM.ql │ │ ├── CommandInjectionRuntimeExecwLLMSinksOnly.ql │ │ ├── CommandInjectionRuntimeExecwLLMSourcesOnly.ql │ │ ├── ExecRelativewLLM.ql │ │ ├── ExecTaintedLocalwLLM.ql │ │ ├── ExecTaintedwLLM.ql │ │ ├── ExecUnescapedwLLM.ql │ │ ├── MyCommandArguments.qll │ │ ├── MyCommandInjectionRuntimeExec.qll │ │ ├── MyCommandLineQuery.qll │ │ └── MyExternalProcess.qll │ ├── cwe-079 │ │ ├── MyXSS.qll │ │ ├── MyXssLocalQuery.qll │ │ ├── MyXssQuery.qll │ │ ├── XSS.ql │ │ ├── XSSLocal.ql │ │ ├── XSSSinksOnly.ql │ │ └── XSSSourcesOnly.ql │ ├── cwe-089 │ │ ├── MySqlConcatenatedLib.qll │ │ ├── MySqlInjectionQuery.qll │ │ └── cwe-089wLLM.ql │ ├── cwe-094 │ │ ├── MySpelInjection.qll │ │ ├── MySpelInjectionQuery.qll │ │ ├── MyTemplateInjection.qll │ │ ├── MyTemplateInjectionQuery.qll │ │ ├── SpelInjection.ql │ │ ├── SpelInjectionSinksOnly.ql │ │ ├── SpelInjectionSourcesOnly.ql │ │ └── TemplateInjection.ql │ ├── cwe-295 │ │ ├── InsecureTrustManager.ql │ │ ├── MyInsecureTrustManager.qll │ │ └── MyInsecureTrustManagerQuery.qll │ ├── cwe-352 │ │ ├── MyJsonStringLib.qll │ │ ├── MyJsonpInjectionLib.qll │ │ └── cwe-352wLLM.ql │ ├── cwe-502 │ │ ├── MyUnsafeDeserialization.ql │ │ ├── MyUnsafeDeserializationQuery.qll │ │ ├── UnsafeDeserialization.ql │ │ └── UnsafeDeserializationQuery.qll │ ├── cwe-611 │ │ ├── MyXxe.qll │ │ ├── MyXxeQuery.qll │ │ ├── MyXxeRemoteQuery.qll │ │ └── XXE.ql │ ├── cwe-807 │ │ ├── MyTaintedPermissionsCheckQuery.qll │ │ └── cwe-807wLLM.ql │ ├── cwe-918 │ │ ├── MyRequestForgeryQuery.qll │ │ └── cwe-918wLLM.ql │ └── cwe-general │ │ └── GeneralSpecs.qll ├── evaluate_spec_against_codeql.py ├── iris.py ├── logger.py ├── models │ ├── __init__.py │ ├── codegen.py │ ├── codellama.py │ ├── codet5.py │ ├── config.py │ ├── deepseek.py │ ├── gemini.py │ ├── google.py │ ├── gpt.py │ ├── llama.py │ ├── llm.py │ ├── mistral.py │ ├── ollama.py │ ├── openaimodels.py │ ├── qwen.py │ ├── starcoder.py │ └── wizarcoder.py ├── modules │ ├── codeql_query_runner.py │ ├── contextual_analysis_pipeline.py │ └── evaluation_pipeline.py ├── prompts.py ├── queries.py ├── queries │ ├── fetch_class_locs.ql │ ├── fetch_external_apis.ql │ ├── fetch_field_reads.ql │ ├── fetch_func_locs.ql │ ├── fetch_func_params.ql │ ├── fetch_sinks.ql │ ├── fetch_sources.ql │ └── getpackages.ql └── utils │ ├── __init__.py │ ├── cwenames_top25.txt │ ├── mylogger.py │ └── prompt_utils.py └── visualizer ├── app.js ├── file_browser.html ├── file_browser.js ├── index.html ├── server.py └── styles.css /.dockerignore: 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