{"id":"W4393077144","doi":"10.34190/iccws.19.1.2104","title":"Unpacking AI Security Considerations","year":2024,"lang":"en","type":"article","venue":"International Conference on Cyber Warfare and Security","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Unpacking; Computer science; Computer security; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01209181,0.0007388347,0.0004828449,0.00188281,0.006433306,0.01167215,0.001381926,0.00985648,0.004857521],"category_scores_gemma":[0.01701793,0.0004250977,0.0005572289,0.000851566,0.03752563,0.01478671,0.004771867,0.01602545,0.001653941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004744362,"about_ca_system_score_gemma":0.004219655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652996,"about_ca_topic_score_gemma":0.002245996,"domain_scores_codex":[0.9867941,0.007428872,0.0004873293,0.0008013894,0.003671387,0.0008168807],"domain_scores_gemma":[0.9752052,0.01835308,0.001070019,0.001590686,0.002971883,0.0008090994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005344526,0.000008681262,0.00008404436,0.00005430049,0.000003073145,0.00008252875,0.002101709,0.0002463679,0.0001372738,0.9854988,0.00515895,0.006618998],"study_design_scores_gemma":[0.000004721938,0.00002194525,0.0001529287,0.0003688083,0.000005945421,0.0002659487,0.002495949,0.0009636241,0.0003178498,0.7656651,0.2297216,0.00001558863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01019897,0.03014231,0.04494092,0.5027675,0.003908026,0.00007096644,0.00004641792,0.0001034148,0.4078215],"genre_scores_gemma":[0.7447205,0.03565997,0.02985054,0.1062279,0.009291913,0.0003457897,0.00005374922,0.0002694719,0.07358021],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01209181,"threshold_uncertainty_score":0.06394839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0807102482250622,"score_gpt":0.4083767950306537,"score_spread":0.3276665468055915,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}