文献データベース

JavaSith: A Client-Side Framework for Analyzing Potentially Malicious Extensions in Browsers, VS Code, and NPM Packages

Authors: Avihay Cohen | Published: 2025-05-27
APIセキュリティ
クライアント側防御
プロンプトインジェクション

Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling

Authors: Yichuan Cao, Yibo Miao, Xiao-Shan Gao, Yinpeng Dong | Published: 2025-05-27
モデル評価
実験的検証
攻撃の評価

SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA

Authors: Jianmin Liu, Li Yan, Borui Li, Lei Yu, Chao Shen | Published: 2025-05-27
クライアント側防御
プライバシー分類
暗号化手法

IRCopilot: Automated Incident Response with Large Language Models

Authors: Xihuan Lin, Jie Zhang, Gelei Deng, Tianzhe Liu, Xiaolong Liu, Changcai Yang, Tianwei Zhang, Qing Guo, Riqing Chen | Published: 2025-05-27
LLMセキュリティ
インダイレクトプロンプトインジェクション
モデルDoS

Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification

Authors: Xinjie Lin, Gang Xiong, Gaopeng Gou, Wenqi Dong, Jing Yu, Zhen Li, Wei Xia | Published: 2025-05-27
トラフィック分類
モデル性能評価
構造学習

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

DFIR-Metric: A Benchmark Dataset for Evaluating Large Language Models in Digital Forensics and Incident Response

Authors: Bilel Cherif, Tamas Bisztray, Richard A. Dubniczky, Aaesha Aldahmani, Saeed Alshehhi, Norbert Tihanyi | Published: 2025-05-26
ハルシネーション
モデル性能評価
評価手法

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