{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/code/p-selection","entry":"p_selection","source":"Syntology graph, per-sample; not an archive number","read_at":"2026-09-24T18:15:14+00:00","claim":"Names are grouped by exact entry-name string. Same-named routines are NOT asserted to be equivalent; 'ran' means executed on a synthesized fixture, not correctness. n_samples_ran = sum of by_status over every status except 'unverified' (ran_draft_wrong and ran_fixture are failures of Syntology's instrument, not of the code); n_papers_ran = papers with at least one such sample.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"},"n_papers":6,"n_papers_ran":6,"units":"n_samples, n_samples_ran, n_samples_fingerprinted and by_status count distinct code bodies (code_sha256); n_places and n_places_pointer_only count places, one per (paper, code body) pair, which is also the unit of the samples list","n_samples":3,"n_samples_ran":3,"n_samples_fingerprinted":3,"n_places":6,"n_places_pointer_only":4,"by_status":{"ran_honours":3,"ran_violates":0,"ran_draft_wrong":0,"ran_fixture":0,"ran":0,"unverified":0},"syntology":{"atlas_url":null,"mcp":null,"mcp_per_sample":{"tool":"get_code","arguments_in":"samples[].mcp_get_code"},"developers":"https://syntology.ai/developers"},"samples":[{"arxiv_id":"2602.08679","paper":"/paper/arxiv-2602-08679","title":"Dashed Line Defense: Plug-And-Play Defense Against Adaptive Score-Based Query Attacks","date":null,"month_inferred_from_arxiv_id":"2026-02","title_source":"syntology","repo":"fyzdalao/Dashed-Line-Defense","path":"square.py","file_url":"https://github.com/fyzdalao/Dashed-Line-Defense/blob/HEAD/square.py","status":"ran_honours","verification_level":1,"contract_check":"HONOURS","metamorphic_tier":"well_formed","behaviour_fingerprint":true,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"053d874dd6c8872d","mcp_get_code":{"code_sha256":"053d874dd6c8872d"}},{"arxiv_id":"2406.06979","paper":"/paper/audiomarkbench-benchmarking-robustness-of","title":"AudioMarkBench: Benchmarking Robustness of Audio Watermarking","date":"2024-06-11","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"moyangkuo/AudioMarkBench","path":"black-box/square_audiomarkdata.py","file_url":"https://github.com/moyangkuo/AudioMarkBench/blob/HEAD/black-box/square_audiomarkdata.py","status":"ran_honours","verification_level":1,"contract_check":"HONOURS","metamorphic_tier":"well_formed","behaviour_fingerprint":true,"licence":"MPL-2.0","inline_ok":false,"code_sha256_prefix":"053d874dd6c8872d","mcp_get_code":{"code_sha256":"053d874dd6c8872d"}},{"arxiv_id":"2401.02718","paper":"/paper/calibration-attack-a-framework-for","title":"Calibration Attacks: A Comprehensive Study of Adversarial Attacks on Model Confidence","date":"2024-01-05","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"phenetos/calibrationattack","path":"calibration_attack.py","file_url":"https://github.com/phenetos/calibrationattack/blob/HEAD/calibration_attack.py","status":"ran_honours","verification_level":1,"contract_check":"HONOURS","metamorphic_tier":"well_formed","behaviour_fingerprint":true,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"053d874dd6c8872d","mcp_get_code":{"code_sha256":"053d874dd6c8872d"}},{"arxiv_id":"2205.12134","paper":"/paper/adversarial-attack-on-attackers-post-process","title":"Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks","date":"2022-05-24","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"sizhe-chen/aaa","path":"utils.py","file_url":"https://github.com/sizhe-chen/aaa/blob/HEAD/utils.py","status":"ran_honours","verification_level":1,"contract_check":"HONOURS","metamorphic_tier":"well_formed","behaviour_fingerprint":true,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"d01a60cd25dd6599","mcp_get_code":{"code_sha256":"d01a60cd25dd6599"}},{"arxiv_id":"2105.15010","paper":"/paper/querynet-an-efficient-attack-framework-with","title":"Query Attack by Multi-Identity Surrogates","date":"2021-05-31","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"sizhe-chen/querynet","path":"querynet.py","file_url":"https://github.com/sizhe-chen/querynet/blob/HEAD/querynet.py","status":"ran_honours","verification_level":1,"contract_check":"HONOURS","metamorphic_tier":"well_formed","behaviour_fingerprint":true,"licence":"Apache-2.0","inline_ok":true,"code_sha256_prefix":"4fe62c36ed4bbecd","mcp_get_code":{"code_sha256":"4fe62c36ed4bbecd"}},{"arxiv_id":"1912.00049","paper":"/paper/square-attack-a-query-efficient-black-box","title":"Square Attack: a query-efficient black-box adversarial attack via random search","date":"2019-11-29","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"max-andr/square-attack","path":"attack.py","file_url":"https://github.com/max-andr/square-attack/blob/HEAD/attack.py","status":"ran_honours","verification_level":1,"contract_check":"HONOURS","metamorphic_tier":"well_formed","behaviour_fingerprint":true,"licence":"BSD-3-Clause","inline_ok":true,"code_sha256_prefix":"053d874dd6c8872d","mcp_get_code":{"code_sha256":"053d874dd6c8872d"}}]}