{"canonical":"https://abierto.us/opportunities/darpasn2528","key":"DARPASN2528","url":"https://abierto.us/opportunities/darpasn2528","title":"Request for Information: Techniques and Tools for Vulnerability Assessment of AI-enabled Systems","solicitation_number":"DARPA-SN-25-28","notice_type":"s","open":false,"response_deadline":"2025-02-28","first_posted":"2025-01-17","last_posted":"2025-01-17","department":"DEPT OF DEFENSE","subagency":"DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)","office":"DEF ADVANCED RESEARCH PROJECTS AGCY","naics":"541714","psc":"AC12","set_aside":null,"place_state":null,"place_county":null,"place_county_name":null,"place_city":null,"place_city_name":null,"winner":null,"award_amount":null,"publications":[{"notice_id":"041e8bd594c1450dbec14a6ca580fbed","title":"Request for Information: Techniques and Tools for Vulnerability Assessment of AI-enabled Systems","solicitation_number":"DARPA-SN-25-28","notice_type":"s","base_type":"s","posted":"2025-01-17","posted_at":null,"due_at":null,"due_date":"2025-02-28","cancelled":null,"archived":null,"archive_date":"2025-03-01","award_number":null,"awardee_name":null,"amount":null,"link_sam":"https://sam.gov/workspace/contract/opp/041e8bd594c1450dbec14a6ca580fbed/view","enriched":false,"history":[]}],"latest_notice_id":"041e8bd594c1450dbec14a6ca580fbed","first_type":"s","notices":[{"dates":{"posted":"2025-01-17","response_deadline":{"raw":"2025-02-28T17:00:00","date":"2025-02-28","time":"17:00:00"}},"links":{"sam":"https://sam.gov/workspace/contract/opp/041e8bd594c1450dbec14a6ca580fbed/view"},"naics":{"codes":["541714"],"primary":"541714"},"title":"Request for Information: Techniques and Tools for Vulnerability Assessment of AI-enabled Systems","agency":{"office":{"code":"HR0011","name":"DEF ADVANCED RESEARCH PROJECTS AGCY"},"subtier":{"code":"97AE","name":"DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)"},"department":{"code":"097","name":"DEPT OF DEFENSE"},"office_address":{"zip":"222032114","city":"ARLINGTON","state":"VA","country":"USA"},"organization_type":"OFFICE"},"status":{"active":false,"archive_date":"2025-03-01","archive_type":"auto_custom"},"contacts":[{"name":"BAA Coordinator","role":"primary","email":"DARPA-SN-25-28@darpa.mil"}],"base_type":{"code":"s","label":"Special Notice"},"notice_id":"041e8bd594c1450dbec14a6ca580fbed","provenance":{"extract":{"url":"https://s3.amazonaws.com/falextracts/Contract%20Opportunities/Archived%20Data/FY2025_archived_opportunities.csv","etag":"\"d47226e3d2c6545974b252e103f82b34-139\"","fetched_at":"2026-09-16T17:45:50.850439Z","row_sha256":"1404c359274ee4dd4af95c6b8a464947c0ae2c4144069f4f551258a312224ba9","last_modified":"2026-09-13T14:49:20Z"},"updated_at":"2026-09-16T17:45:50.850439Z","first_seen_at":"2026-09-16T17:45:50.850439Z"},"description":{"text":"The Defense Advanced Research Projects Agency (DARPA) Information Innovation Office (I2O) seeks information from industry developers and academic institutions regarding current and emerging techniques and tools for the operational assessment of potential vulnerabilities in DoD relevant artificial intelligence (AI)-enabled systems. We seek techniques and tools that: 1) consider a spectrum of relevant adversarial access threat models (white box, grey box, black box, hidden box), 2) consider not just the AI model, but also vulnerabilities presented by the entire AI-enabled system development and deployment pipeline, and 3) consider the platform specific quirks in operationally assessing vulnerabilities including environmental conditions, multi-modal sensor ingest, and system purpose. Responses to this RFI will be used to assess the current state of the art and to identify core gaps that will need to be addressed by a future program in AI vulnerability assessment.","origin":"extract"},"notice_type":{"code":"s","label":"Special Notice"},"schema_version":1,"solicitation_number":"DARPA-SN-25-28","product_service_code":"AC12"}],"due_at":null,"due_date":"2025-02-28","closes_at":"2025-03-01T00:00:00Z","awardable":false,"dept_key":"d-097","dept_name":"DEPT OF DEFENSE","sub_key":"s-97AE","sub_name":"DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)","office_key":"o-HR0011","office_name":"DEF ADVANCED RESEARCH PROJECTS AGCY","state":null,"county":null,"county_name":null,"city":null,"city_name":null,"country":null,"winner_key":null,"amount":null,"linked_awards":0,"cancelled":false,"archived":false,"updated_at":"2026-09-16T21:18:12.857524Z","principal_notice_id":"041e8bd594c1450dbec14a6ca580fbed","description":{"text":"The Defense Advanced Research Projects Agency (DARPA) Information Innovation Office (I2O) seeks information from industry developers and academic institutions regarding current and emerging techniques and tools for the operational assessment of potential vulnerabilities in DoD relevant artificial intelligence (AI)-enabled systems. We seek techniques and tools that: 1) consider a spectrum of relevant adversarial access threat models (white box, grey box, black box, hidden box), 2) consider not just the AI model, but also vulnerabilities presented by the entire AI-enabled system development and deployment pipeline, and 3) consider the platform specific quirks in operationally assessing vulnerabilities including environmental conditions, multi-modal sensor ingest, and system purpose. Responses to this RFI will be used to assess the current state of the art and to identify core gaps that will need to be addressed by a future program in AI vulnerability assessment.","html":null,"origin":"extract"},"contacts":[{"name":"BAA Coordinator","role":"primary","email":"DARPA-SN-25-28@darpa.mil"}],"place_of_performance":null,"office_address":{"zip":"222032114","city":"ARLINGTON","state":"VA","country":"USA"},"naics_codes":["541714"],"award":null,"attachments":[],"awards":[],"related":[{"key":"DARPAPS26127","latest_notice_id":"28c9f34927a841ebbe0c251b88c0947b","title":"Perrseus","solicitation_number":"DARPA-PS-26-127","notice_type":"o","first_type":"o","first_posted":"2026-07-15","last_posted":"2026-09-17","notices":16,"due_at":null,"due_date":"2026-09-23","closes_at":"2026-09-24T00:00:00Z","awardable":true,"open":true,"dept_key":"d-097","dept_name":"DEPT OF DEFENSE","sub_key":"s-97AE","sub_name":"DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)","office_key":"o-HR0011","office_name":"DEF ADVANCED RESEARCH PROJECTS AGCY","naics":"541715","psc":"AC12","set_aside":null,"state":null,"county":null,"county_name":null,"city":null,"city_name":null,"country":null,"winner":null,"winner_key":null,"amount":null,"linked_awards":0,"cancelled":false,"archived":false,"updated_at":"2026-09-18T04:00:44.545196Z"},{"key":"HR001126S0003","latest_notice_id":"8d403582edfd409795560247e8d229b7","title":"Biological Technologies","solicitation_number":"HR001126S0003","notice_type":"o","first_type":"o","first_posted":"2025-10-01","last_posted":"2025-10-01","notices":1,"due_at":null,"due_date":"2026-09-30","closes_at":"2026-10-01T00:00:00Z","awardable":true,"open":true,"dept_key":"d-097","dept_name":"DEPT OF DEFENSE","sub_key":"s-97AE","sub_name":"DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)","office_key":"o-HR0011","office_name":"DEF ADVANCED RESEARCH PROJECTS AGCY","naics":"541714","psc":"AC11","set_aside":null,"state":null,"county":null,"county_name":null,"city":null,"city_name":null,"country":null,"winner":null,"winner_key":null,"amount":null,"linked_awards":0,"cancelled":false,"archived":false,"updated_at":"2026-09-16T21:18:12.857524Z"},{"key":"HR001126S0016","latest_notice_id":"5b497934e0474b72bbf7e03d8babb571","title":"Precision Inertial Navigation & Positioning On an Integrated Tesseract (PINPOINT)","solicitation_number":"HR001126S0016","notice_type":"o","first_type":"o","first_posted":"2026-08-06","last_posted":"2026-09-10","notices":3,"due_at":null,"due_date":"2026-10-02","closes_at":"2026-10-03T00:00:00Z","awardable":true,"open":true,"dept_key":"d-097","dept_name":"DEPT OF DEFENSE","sub_key":"s-97AE","sub_name":"DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)","office_key":"o-HR0011","office_name":"DEF ADVANCED RESEARCH PROJECTS AGCY","naics":"541715","psc":"AC12","set_aside":null,"state":null,"county":null,"county_name":null,"city":null,"city_name":null,"country":null,"winner":null,"winner_key":null,"amount":null,"linked_awards":0,"cancelled":false,"archived":false,"updated_at":"2026-09-16T21:18:12.857524Z"},{"key":"DARPAPA250706","latest_notice_id":"3ac25ac710fb438e8d25d99783cee845","title":"Selective Harnessing of Intrinsic Neuroplasticity Engineering (SHINE)","solicitation_number":"DARPA-PA-25-07-06","notice_type":"o","first_type":"o","first_posted":"2026-08-28","last_posted":"2026-09-03","notices":2,"due_at":null,"due_date":"2026-10-09","closes_at":"2026-10-10T00:00:00Z","awardable":true,"open":true,"dept_key":"d-097","dept_name":"DEPT OF DEFENSE","sub_key":"s-97AE","sub_name":"DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)","office_key":"o-HR0011","office_name":"DEF ADVANCED RESEARCH PROJECTS AGCY","naics":"541715","psc":"AC11","set_aside":null,"state":null,"county":null,"county_name":null,"city":null,"city_name":null,"country":null,"winner":null,"winner_key":null,"amount":null,"linked_awards":0,"cancelled":false,"archived":false,"updated_at":"2026-09-16T21:18:12.857524Z"},{"key":"DARPAPA250704","latest_notice_id":"f0e3e0d303254053922d9b2c7a67e878","title":"Resilient","solicitation_number":"DARPA-PA-25-07-04","notice_type":"o","first_type":"o","first_posted":"2026-08-20","last_posted":"2026-09-04","notices":3,"due_at":null,"due_date":"2026-10-19","closes_at":"2026-10-20T00:00:00Z","awardable":true,"open":true,"dept_key":"d-097","dept_name":"DEPT OF DEFENSE","sub_key":"s-97AE","sub_name":"DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)","office_key":"o-HR0011","office_name":"DEF ADVANCED RESEARCH PROJECTS AGCY","naics":"541715","psc":"AC12","set_aside":null,"state":null,"county":null,"county_name":null,"city":null,"city_name":null,"country":null,"winner":null,"winner_key":null,"amount":null,"linked_awards":0,"cancelled":false,"archived":false,"updated_at":"2026-09-16T21:18:12.857524Z"}]}