{"total":32,"rows":[{"id":"2201.11692","title":"SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders","created":"2022-01-27","cited_by_count":45,"area":null},{"id":"2503.10633","title":"We Should Chart an Atlas of All the World's Models","created":"2025-03-13","cited_by_count":25,"area":null},{"id":"2210.15427","title":"Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks","created":"2022-10-21","cited_by_count":21,"area":null},{"id":"2310.07152","title":"No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML","created":"2023-10-11","cited_by_count":21,"area":null},{"id":"2405.02466","title":"ProFLingo: A Fingerprinting-based Intellectual Property Protection Scheme for Large Language Models","created":"2024-05-03","cited_by_count":16,"area":null},{"id":"2410.16618","title":"SoK: Dataset Copyright Auditing in Machine Learning Systems","created":"2024-10-22","cited_by_count":15,"area":null},{"id":"2502.00706","title":"Model Provenance Testing for Large Language Models","created":"2025-02-02","cited_by_count":15,"area":null},{"id":"2508.19843","title":"SoK: Large Language Model Copyright Auditing via Fingerprinting","created":"2025-08-27","cited_by_count":15,"area":null},{"id":"2501.15509","title":"FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint","created":"2025-01-26","cited_by_count":10,"area":null},{"id":"2505.12682","title":"RAFP: Identifying LLM Lineages via Rare-Region Fingerprints","created":"2025-05-19","cited_by_count":8,"area":null},{"id":"2509.26598","title":"Are Robust LLM Fingerprints Adversarially Robust?","created":"2025-09-30","cited_by_count":8,"area":null},{"id":"2205.00199","title":"Cracking White-box DNN Watermarks via Invariant Neuron Transforms","created":"2022-04-30","cited_by_count":6,"area":null},{"id":"2405.16285","title":"ModelLock: Locking Your Model With a Spell","created":"2024-05-25","cited_by_count":6,"area":null},{"id":"2309.11013","title":"ModelGiF: Gradient Fields for Model Functional Distance","created":"2023-09-20","cited_by_count":5,"area":null},{"id":"2208.03948","title":"AWEncoder: Adversarial Watermarking Pre-trained Encoders in Contrastive Learning","created":"2022-08-08","cited_by_count":4,"area":null},{"id":"2308.12319","title":"RemovalNet: DNN Fingerprint Removal Attacks","created":"2023-08-23","cited_by_count":4,"area":null},{"id":"2405.15161","title":"Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark","created":"2024-05-24","cited_by_count":4,"area":null},{"id":"2307.02140","title":"Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives","created":"2023-07-05","cited_by_count":3,"area":null},{"id":"2309.01786","title":"Safe and Robust Watermark Injection with a Single OoD Image","created":"2023-09-04","cited_by_count":3,"area":null},{"id":"2501.05614","title":"Watermarking Graph Neural Networks via Explanations for Ownership Protection","created":"2025-01-09","cited_by_count":3,"area":null},{"id":"2510.06738","title":"AWM: Accurate Weight-Matrix Fingerprint for Large Language Models","created":"2025-10-08","cited_by_count":3,"area":null},{"id":"2204.04522","title":"Knowledge-Free Black-Box Watermark and Ownership Proof for Image Classification Neural Networks","created":"2022-04-09","cited_by_count":2,"area":null},{"id":"2310.10124","title":"A Comprehensive Study of Privacy Risks in Curriculum Learning","created":"2023-10-16","cited_by_count":2,"area":null},{"id":"2412.20768","title":"Sample Correlation for Fingerprinting Deep Face Recognition","created":"2024-12-30","cited_by_count":2,"area":null},{"id":"2509.20714","title":"Cryptographic Backdoor for Neural Networks: Boon and Bane","created":"2025-09-25","cited_by_count":2,"area":null},{"id":"2302.10296","title":"On Function-Coupled Watermarks for Deep Neural Networks","created":"2023-02-08","cited_by_count":1,"area":null},{"id":"2306.05233","title":"Ownership Protection of Generative Adversarial Networks","created":"2023-06-08","cited_by_count":1,"area":null},{"id":"2407.03883","title":"Protecting Deep Learning Model Copyrights with Adversarial Example-Free Reuse Detection","created":"2024-07-04","cited_by_count":1,"area":null},{"id":"2608.08195","title":"Targeted Counterfactual Fingerprinting for Black-Box LLM Ownership Verification","created":"2026-08-08","cited_by_count":1,"area":null},{"id":"2601.22692","title":"FNF: Functional Network Fingerprint for Large Language Models","created":"2026-01-30","cited_by_count":0,"area":null},{"id":"2608.07786","title":"Who Built This Model? Tracing LLM Lineage via Spectral Fingerprints in Weight Space","created":"2026-08-07","cited_by_count":0,"area":null},{"id":"2609.29264","title":"TP-CRIV: A Framework for Third-Party Challenge-Response Identity Verification of AI Models","created":"2026-09-24","cited_by_count":0,"area":null}],"next_cursor":null}