{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-430929590","name":"XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection — AI/Bot Repository","category":"Other resources","description":"Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contributors and boost further research in this area.","publisher":"XiaoxiaoMa-MQ (GitHub owner)","website":"https://github.com/XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-430929590","tags":["AI","Repository metadata","machine-learning"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-10-30","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"430929590","topics":["anomaly-detection","anomaly-detection-algorithm","anomaly-detection-models","data-mining","deep-learning","fake-news","fake-news-detection","fraud-detection","graph-anomaly-detection","graph-mining","graph-mining-systems","graphs","machine-learning","malware-detection","misinformation","rumor-detection","security-tools"],"retrievedAt":"2026-10-28T23:13:46.384Z","availabilityCheckedAt":"2026-10-28T23:13:46.384Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-10-30T00:55:27.802Z"},"size":16713,"defaultBranch":"main","fullName":"XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection","metadataSource":"https://api.github.com/repos/XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}