文献データベース

Approximating Euler Totient Function using Linear Regression on RSA moduli

Authors: Gilda Rech Bansimba, Regis F. Babindamana, Beni Blaug N. Ibara | Published: 2025-07-09
多項式近似
性能評価指標
計算複雑性

Taming Data Challenges in ML-based Security Tasks: Lessons from Integrating Generative AI

Authors: Shravya Kanchi, Neal Mangaokar, Aravind Cheruvu, Sifat Muhammad Abdullah, Shirin Nilizadeh, Atul Prakash, Bimal Viswanath | Published: 2025-07-08
データ拡張手法
バイアス
モデル抽出攻撃

CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations

Authors: Xiaohu Li, Yunfeng Ning, Zepeng Bao, Mayi Xu, Jianhao Chen, Tieyun Qian | Published: 2025-07-08
プロンプトインジェクション
敵対的攻撃
防御効果分析

The Landscape of Memorization in LLMs: Mechanisms, Measurement, and Mitigation

Authors: Alexander Xiong, Xuandong Zhao, Aneesh Pappu, Dawn Song | Published: 2025-07-08
プロンプトリーキング
メモリ化メカニズム
大規模言語モデル

iThermTroj: Exploiting Intermittent Thermal Trojans in Multi-Processor System-on-Chips

Authors: Mehdi Elahi, Mohamed R. Elshamy, Abdel-Hameed Badawy, Ahmad Patooghy | Published: 2025-07-08
ハードウェアトロイの検出
脅威モデル
防御手法

AI Agent Smart Contract Exploit Generation

Authors: Arthur Gervais, Liyi Zhou | Published: 2025-07-08 | Updated: 2025-08-07
インダイレクトプロンプトインジェクション
攻撃戦略分析
経済的実現可能性

The Hidden Threat in Plain Text: Attacking RAG Data Loaders

Authors: Alberto Castagnaro, Umberto Salviati, Mauro Conti, Luca Pajola, Simeone Pizzi | Published: 2025-07-07
RAGへのポイズニング攻撃
大規模言語モデル
敵対的攻撃

LIFT: Automating Symbolic Execution Optimization with Large Language Models for AI Networks

Authors: Ruoxi Wang, Kun Li, Minghui Xu, Yue Zhang, Kaidi Xu, Chunchi Liu, Yinhao Xiao, Xiuzhen Cheng | Published: 2025-07-07
バイナリ解析
性能低下の要因
透かし設計

FIDESlib: A Fully-Fledged Open-Source FHE Library for Efficient CKKS on GPUs

Authors: Carlos Agulló-Domingo, Óscar Vera-López, Seyda Guzelhan, Lohit Daksha, Aymane El Jerari, Kaustubh Shivdikar, Rashmi Agrawal, David Kaeli, Ajay Joshi, José L. Abellán | Published: 2025-07-07
メモリの評価
性能低下の要因
透かし設計

Efficient Unlearning with Privacy Guarantees

Authors: Josep Domingo-Ferrer, Najeeb Jebreel, David Sánchez | Published: 2025-07-07
プライバシー侵害
マシン・アンラーニング
差分プライバシー