Monthly publications
Paper types
defense 118
attack 32
survey 7
benchmark 6
tool 2
Domains
nlp 90
vision 68
graph 11
multimodal 10
federated-learning 9
generative 8
tabular 4
audio 2
reinforcement-learning 1
Co-occurring categories
Other OWASP categories that appear on the same papers
LLM10 Model Theft
53 ML09 Output Integrity Attack
8 LLM06 Sensitive Information Disclosure
7 ML03 Model Inversion Attack
5 ML10 Model Poisoning
5 ML04 Membership Inference Attack
4 ML01 Input Manipulation Attack
4 LLM01 Prompt Injection
3 ML07 Transfer Learning Attack
2 ML06 AI Supply Chain Attacks
2 ML02 Data Poisoning Attack
1Top cited papers
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MER-Inspector: Assessing model extraction risks from an attack-agnostic perspective
2025 benchmark
HoneypotNet: Backdoor Attacks Against Model Extraction
2025 defense
Confidential LLM Inference: Performance and Cost Across CPU and GPU TEEs
2025 benchmark
Is the Hard-Label Cryptanalytic Model Extraction Really Polynomial?
2025 attack
DNF: Dual-Layer Nested Fingerprinting for Large Language Model Intellectual Property Protection
2026 defense
Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation
2025 defense
Are Robust LLM Fingerprints Adversarially Robust?
2025 attack
Catch-Only-One: Non-Transferable Examples for Model-Specific Authorization
2025 defense
Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption
2025 survey
SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From
2025 defense