透かし技術

ZKPROV: A Zero-Knowledge Approach to Dataset Provenance for Large Language Models

Authors: Mina Namazi, Alexander Nemecek, Erman Ayday | Published: 2025-06-26
プライバシー保護
大規模言語モデル
透かし技術

FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks

Authors: Zhaoxuan Kan, Husheng Han, Shangyi Shi, Tenghui Hua, Hang Lu, Xiaowei Li, Jianan Mu, Xing Hu | Published: 2025-06-12
ノード最適化手法
プライバシー保護技術
透かし技術

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs

Authors: Filippo Scaramuzza, Giovanni Quattrocchi, Damian A. Tamburri | Published: 2025-05-26
プライバシー問題
モデル評価手法
透かし技術

TrojanStego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent

Authors: Dominik Meier, Jan Philip Wahle, Paul Röttger, Terry Ruas, Bela Gipp | Published: 2025-05-26
プロンプトインジェクション
モデル抽出攻撃
透かし技術

Differential Privacy Analysis of Decentralized Gossip Averaging under Varying Threat Models

Authors: Antti Koskela, Tejas Kulkarni | Published: 2025-05-26
プライバシー問題
差分プライバシー
透かし技術

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities

Authors: Anton Tkachenko, Dmitrij Suskevic, Benjamin Adolphi | Published: 2025-05-26
モデル評価手法
大規模言語モデル
透かし技術

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair

Authors: Han Zheng, Ilia Shumailov, Tianqi Fan, Aiden Hall, Mathias Payer | Published: 2025-05-19
LLMセキュリティ
バグ修正手法
透かし技術

MUBox: A Critical Evaluation Framework of Deep Machine Unlearning

Authors: Xiang Li, Bhavani Thuraisingham, Wenqi Wei | Published: 2025-05-13
クラス別忘却評価
毒データの検知
透かし技術

Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks

Authors: Yixin Cheng, Hongcheng Guo, Yangming Li, Leonid Sigal | Published: 2025-05-08
プロンプトリーキング
攻撃手法
透かし技術

Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks

Authors: Yixin Cheng, Hongcheng Guo, Yangming Li, Leonid Sigal | Published: 2025-05-08
プロンプトリーキング
攻撃手法
透かし技術