{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7e77a0dfaacb","filters":{"venue":"ICST Transactions on Security and Safety"}},"results":[{"id":"W2173740000","doi":"10.4108/sesa.2.3.e4","title":"WG-8: A Lightweight Stream Cipher for Resource-Constrained Smart Devices","year":2015,"lang":"en","type":"article","venue":"ICST Transactions on Security and Safety","topic":"Cryptographic Implementations and Security","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stream cipher; Computer science; Cryptography; Stream cipher attack; Embedded system; Cipher; Block cipher; Context (archaeology); Implementation; Computer network; Computer security; Encryption","authors":[{"name":"Xinxin Fan","is_ca":true},{"name":"Kalikinkar Mandal","is_ca":true},{"name":"Guang Gong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02565692146136776,"gpt":0.2689670923101444,"spread":0.2433101708487767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005091622,0.0002008579,0.0002204023,0.000178927,0.0005199013,0.0001886717,0.0003133528,0.0001117982,0.00005476471],"category_scores_gemma":[0.00001147874,0.0001879431,0.0001401902,0.0004339486,0.0001117785,0.0004198083,0.00001309246,0.000201535,0.000007180053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004582408,"about_ca_system_score_gemma":0.000122368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009312894,"about_ca_topic_score_gemma":0.001062019,"domain_scores_codex":[0.9985402,0.00008569271,0.0003458093,0.0004425133,0.0002591829,0.0003265901],"domain_scores_gemma":[0.9989191,0.0002139609,0.00007441548,0.0003927908,0.000135913,0.0002637627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009066341,0.002157249,0.000789184,0.0002243709,0.0005145404,0.00002664044,0.05218333,0.0003566084,0.00008353168,0.6187767,0.005662397,0.3183188],"study_design_scores_gemma":[0.006033429,0.001057863,0.001016122,0.00006500268,0.0001181322,0.00007501384,0.004412492,0.02651853,0.001023269,0.05167957,0.9070728,0.0009278026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01962948,0.0001747796,0.9694407,0.004765294,0.0003327921,0.0005917143,0.0002794158,0.0002172416,0.004568581],"genre_scores_gemma":[0.9871368,0.00005613787,0.01185354,0.0007118495,0.00005451171,0.00007014149,0.00003047853,0.00001190794,0.00007459729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9675074,"threshold_uncertainty_score":0.7664096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2469337976","doi":"10.4108/eai.8-4-2019.157413","title":"Monitoring and Improving Managed Security Services inside a Security Operation Center","year":2019,"lang":"en","type":"article","venue":"ICST Transactions on Security and Safety","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Security service; Computer security; Business; Work (physics); Center (category theory); Security information and event management; Cloud computing security; Computer security model; Security system; Computer science; Information security; Engineering; Cloud computing","authors":[{"name":"Mina Norozi Khalili","is_ca":true},{"name":"Mengyuan Zhang","is_ca":true},{"name":"Daniel Borbor","is_ca":true},{"name":"Lingyu Wang","is_ca":true},{"name":"Nicandro Scarabeo","is_ca":false},{"name":"Michel-Ange Zamor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006131955552608414,"gpt":0.20964826952009,"spread":0.2035163139674816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005033188,0.0003050292,0.0003086674,0.0001980164,0.0007689672,0.0004477858,0.0003239911,0.0002415365,0.000060064],"category_scores_gemma":[0.000004182673,0.0003131038,0.00009696592,0.000352364,0.00006698362,0.001783233,0.0000692939,0.0007358514,0.00003585269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008943809,"about_ca_system_score_gemma":0.00003329869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003219417,"about_ca_topic_score_gemma":0.0004414178,"domain_scores_codex":[0.9978895,0.0001974999,0.0004045899,0.0007709967,0.0003519196,0.0003855101],"domain_scores_gemma":[0.9989572,0.0001169768,0.0001131455,0.0005255692,0.00009010547,0.0001970614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002332419,0.003266319,0.01156838,0.004303065,0.0006981037,0.0001197368,0.1658731,0.003625386,0.008275458,0.06062176,0.00009758236,0.7392187],"study_design_scores_gemma":[0.009924253,0.001797127,0.0145372,0.001122224,0.0001686761,0.0004576786,0.004916312,0.8469794,0.03344976,0.04821688,0.03526346,0.003166977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409258,0.0004768964,0.05329293,0.0009497181,0.001530212,0.0006757178,0.0000404602,0.0003539052,0.00175438],"genre_scores_gemma":[0.997434,0.001403393,0.0006272885,0.0003367869,0.0001231095,0.00001906141,0.000005808576,0.00001666779,0.00003391757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.843354,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251210510","doi":"10.4108/eai.8-12-2016.151726","title":"Filtering Nonlinear Feedback Shift Registers using Welch-Gong Transformations for Securing RFID Applications","year":2016,"lang":"en","type":"article","venue":"ICST Transactions on Security and Safety","topic":"RFID technology advancements","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Pseudorandom number generator; Computer science; Generator (circuit theory); Class (philosophy); Protocol (science); Pseudorandom function family; Nonlinear system; Pseudorandomness; Computer security; Computer network; Theoretical computer science; Algorithm; Artificial intelligence; Physics","authors":[{"name":"Kalikinkar Mandal","is_ca":true},{"name":"Guang Gong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01197052703925056,"gpt":0.234295347603398,"spread":0.2223248205641475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001180469,0.0002163748,0.0002026684,0.00018217,0.0003819943,0.00002915641,0.0001495333,0.0001685296,0.00003016201],"category_scores_gemma":[0.00000409525,0.0002074981,0.00009688194,0.0002070947,0.0001143878,0.0004716741,0.000003979083,0.0002160529,0.000008967957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616001,"about_ca_system_score_gemma":0.00001725615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005130242,"about_ca_topic_score_gemma":0.00008370053,"domain_scores_codex":[0.9989241,0.0000136024,0.0003633263,0.0002626411,0.0001072565,0.000329083],"domain_scores_gemma":[0.999405,0.0001152858,0.00004022269,0.0003126231,0.00003498777,0.00009182778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001105699,0.001125668,0.0003338497,0.003467641,0.001707492,0.00001365054,0.01501098,0.2161897,0.07525568,0.0288628,0.0001676309,0.6567592],"study_design_scores_gemma":[0.01584826,0.0004925853,0.001142179,0.00156638,0.0006873546,0.0001882793,0.002114477,0.2791092,0.1803387,0.03115053,0.483349,0.004013042],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03392483,0.0001027057,0.9628784,0.0006208549,0.0001952827,0.0006780387,0.0005389762,0.0007039259,0.0003570005],"genre_scores_gemma":[0.9867457,0.0006600622,0.01218021,0.00004733711,0.00004551477,0.0002253149,0.00001493258,0.00006014271,0.00002081253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9528208,"threshold_uncertainty_score":0.8461527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}