ML Security Papers

LLM10

Model Theft

Stealing LLM models

53 papers Browse all papers

Monthly publications

Paper types

defense 40

attack 10

benchmark 2

survey 1

Domains

nlp 53

multimodal 2

vision 1

Co-occurring categories

Other OWASP categories that appear on the same papers

ML05 Model Theft

ML09 Output Integrity Attack

LLM01 Prompt Injection

Top cited papers

DNF: Dual-Layer Nested Fingerprinting for Large Language Model Intellectual Property Protection

Are Robust LLM Fingerprints Adversarially Robust?

$δ$-STEAL: LLM Stealing Attack with Local Differential Privacy

TZ-LLM: Protecting On-Device Large Language Models with Arm TrustZone

SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From

Verifying LLM Inference to Detect Model Weight Exfiltration

Fingerprinting LLMs via Prompt Injection

Practical Secure Inference Algorithm for Fine-tuned Large Language Model Based on Fully Homomorphic Encryption

Model Correlation Detection via Random Selection Probing

SELF: A Robust Singular Value and Eigenvalue Approach for LLM Fingerprinting

Browse all 53 papers