Literature Database

Proofs of Ownership for Machine Learning Models

Authors: Ran Canetti, Shafi Goldwasser, Or Zamir | Published: 2026-06-29
Model Evaluation
所有権証明
Robustness of Watermarking Techniques

Defending Against Harmful Supervision Hidden in Benign Samples

Authors: Bang An, Yibo Yang, Dandan Guo, Ebtisam Alshehri, Carlos Hinojosa, Bernard Ghanem | Published: 2026-06-29
Backdoor Detection
Membership Inference
Defense Method

The Spectrum Strikes Back: Infrared POV Attacks on Traffic Sign Classification

Authors: Michael Kühr, Mevlüt Yildirim, Maximilian Luedecke, Mohammad Hamad, Sebastian Steinhorst | Published: 2026-06-29
Dataset evaluation
デジタルシミュレーション
透かし攻撃

On the Internet, Nobody Knows You’re an LLM Bot: Unmasking Web Agents with Multi-Layer Fingerprinting

Authors: Iliana Fayolle, Sihem Bouhenniche, Samuel Pélissier, Pierre Laperdrix, Clémentine Maurice, Walter Rudametkin | Published: 2026-06-29
Indirect Prompt Injection
エージェント操作手法
ツール使用分析

RoAd-RL: A Unified Library and Benchmark for Robust Adversarial Reinforcement Learning

Authors: Adithya Mohan, Daniel Kriegl, Torsten Schön | Published: 2026-06-29
Poisoning
Adversarial Learning
Adversarial Transferability

Multi-Level Distributional Entropy for Explainable Network Intrusion Detection

Authors: Mohamed Aly Bouke, Md Shohel Sayeed, Swee-Huay Heng, Azizol Abdullah, Mohamed Othman | Published: 2026-06-29
Dataset evaluation
Model evaluation methods
情報理論的概念

Rethinking Generative Reconstruction Attacks against Graph Neural Network Models

Authors: Adebayo Keji, Sayanton Dibbo | Published: 2026-06-29
Data Privacy Assessment
Model Inversion
Reconstruction Attack

SEVA: Self-Evolving Verification Agent with Process Reward for Fact Attribution

Authors: Aojie Yuan, Yi Nian, Haiyue Zhang, Zijian Su, Yue Zhao | Published: 2026-06-29
Alignment
Reward Mechanism Design
Self-Evolving Framework

Application of LLMs to Threat Assessment of Foreign Peacekeeping Missions

Authors: Gerhard Backfried, Christian Schmidt, Diego Pilutti, Michael Suker | Published: 2026-06-25
Media Forensics
Threat Actor Support
Natural Language Processing

zQR: A Verifiable QR-Driven zkSNARK Proof Verification Framework for Mobile Platforms

Authors: Goshgar Can Ismayilov | Published: 2026-06-25
Data Privacy Management
Privacy-Preserving Algorithm
Blockchain Economics