Cover Image

Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Godinot, Augustin, Merrer, Erwan Le, Penzo, Camilla, Taïani, François, Trédan, Gilles
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Log Probability Tracking of LLM APIs
by: Chauvin, Timothée, et al.
Published: (2025)

Under manipulations, are some AI models harder to audit?
by: Godinot, Augustin, et al.
Published: (2024)

Token-Efficient Change Detection in LLM APIs
by: Chauvin, Timothée, et al.
Published: (2026)

ProFLingo: A Fingerprinting-based Intellectual Property Protection Scheme for Large Language Models
by: Jin, Heng, et al.
Published: (2024)

The 20 questions game to distinguish large language models
by: Richardeau, Gurvan, et al.
Published: (2024)

Scalable Fingerprinting of Large Language Models
by: Nasery, Anshul, et al.
Published: (2025)

Fingerprinting Inference Systems of Large Language Models
by: Wimbauer, Anna, et al.
Published: (2026)

Explainable Ponzi Schemes Detection on Ethereum
by: Galletta, Letterio, et al.
Published: (2023)

Leveraging Imperfect Sources to Detect Fairwashing in Black-Box Auditing
by: Bourrée, Jade Garcia, et al.
Published: (2023)

Robust ML Auditing using Prior Knowledge
by: Bourrée, Jade Garcia, et al.
Published: (2025)

ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks
by: Cheng, Zhan, et al.
Published: (2025)

DeepCore: Simple Fingerprint Construction for Differentiating Homologous and Piracy Models
by: Sun, Haifeng, et al.
Published: (2024)

AttnDiff: Attention-based Differential Fingerprinting for Large Language Models
by: Zhang, Haobo, et al.
Published: (2026)

An Efficient Privacy-preserving Intrusion Detection Scheme for UAV Swarm Networks
by: Gharami, Kanchon, et al.
Published: (2025)

LLM Fingerprinting via Semantically Conditioned Watermarks
by: Gloaguen, Thibaud, et al.
Published: (2025)

A Novel IoT Trust Model Leveraging Fully Distributed Behavioral Fingerprinting and Secure Delegation
by: Arazzi, Marco, et al.
Published: (2023)

Applying Graph Analysis for Unsupervised Fast Malware Fingerprinting
by: Karbab, ElMouatez Billah, et al.
Published: (2025)

Fingerprint Vector: Enabling Scalable and Efficient Model Fingerprint Transfer via Vector Addition
by: Xu, Zhenhua, et al.
Published: (2024)

MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models
by: Yamabe, Shojiro, et al.
Published: (2024)

LLMs Prompted for Graphs: Hallucinations and Generative Capabilities
by: Richardeau, Gurvan, et al.
Published: (2024)

A Generic Machine Learning Framework for Radio Frequency Fingerprinting
by: Hiles, Alex, et al.
Published: (2025)

Adaptively Private Next-Token Prediction of Large Language Models
by: Flemings, James, et al.
Published: (2024)

A Tsetlin Machine-driven Intrusion Detection System for Next-Generation IoMT Security
by: Jaiswal, Rahul, et al.
Published: (2026)

Dynamic Frequency-Based Fingerprinting Attacks against Modern Sandbox Environments
by: Dipta, Debopriya Roy, et al.
Published: (2024)

Attack Smarter: Attention-Driven Fine-Grained Webpage Fingerprinting Attacks
by: Yuan, Yali, et al.
Published: (2025)

Evaluating Tabular Representation Learning for Network Intrusion Detection
by: Butt, Muhammad Usman, et al.
Published: (2026)

Adversarial Attacks Against Deep Learning-Based Radio Frequency Fingerprint Identification
by: Ma, Jie, et al.
Published: (2025)

Fingerprinting Codes Meet Geometry: Improved Lower Bounds for Private Query Release and Adaptive Data Analysis
by: Lyu, Xin, et al.
Published: (2024)

Intrusion Detection in Internet of Vehicles Using Machine Learning
by: Le, Hop, et al.
Published: (2025)

Self-Supervised Learning of Graph Representations for Network Intrusion Detection
by: Guerra, Lorenzo, et al.
Published: (2025)

Lightweight Model Attribution and Detection of Synthetic Speech via Audio Residual Fingerprints
by: Pizarro, Matías, et al.
Published: (2024)

Invisible Traces: Using Hybrid Fingerprinting to identify underlying LLMs in GenAI Apps
by: Bhardwaj, Devansh, et al.
Published: (2025)

Improving Intrusion Detection with Domain-Invariant Representation Learning in Latent Space
by: Roy, Padmaksha, et al.
Published: (2023)

INTACT: Intent-Aware Representation Learning for Cryptographic Traffic Violation Detection
by: Ray, Rahul D
Published: (2026)

LoMime: Query-Efficient Membership Inference using Model Extraction in Label-Only Settings
by: Oksuz, Abdullah Caglar, et al.
Published: (2026)

DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks
by: Park, Seonhye, et al.
Published: (2022)

On the Query Complexity of Training Data Reconstruction in Private Learning
by: Mukherjee, Prateeti, et al.
Published: (2023)

Detecting Concept Drift in Evolving Malware Families Using Rule-Based Classifier Representations
by: Kalný, Tomáš, et al.
Published: (2026)

Jellyfish: Zero-Shot Federated Unlearning Scheme with Knowledge Disentanglement
by: Wang, Houzhe, et al.
Published: (2026)

DeepEclipse: How to Break White-Box DNN-Watermarking Schemes
by: Pegoraro, Alessandro, et al.
Published: (2024)