説明可能なAINew
AIの判断根拠を理解するための技術である説明可能なAI（XAI）に関する概要や関連研究の動向などについて解説します。
AI Risk-Management Standards Profile for General-Purpose AI (GPAI) and Foundation Models
Authors: Anthony M. Barrett, Jessica Newman, Brandie Nonnecke, Nada Madkour, Dan Hendrycks, Evan R. Murphy, Krystal Jackson, Deepika Raman | Published: 2025-06-30
RawMal-TF: Raw Malware Dataset Labeled by Type and Family
Authors: David Bálik, Martin Jureček, Mark Stamp | Published: 2025-06-30
Breaking Out from the TESSERACT: Reassessing ML-based Malware Detection under Spatio-Temporal Drift
Authors: Theo Chow, Mario D'Onghia, Lorenz Linhardt, Zeliang Kan, Daniel Arp, Lorenzo Cavallaro, Fabio Pierazzi | Published: 2025-06-30
SoK: Semantic Privacy in Large Language Models
Authors: Baihe Ma, Yanna Jiang, Xu Wang, Guangshen Yu, Qin Wang, Caijun Sun, Chen Li, Xuelei Qi, Ying He, Wei Ni, Ren Ping Liu | Published: 2025-06-30
SPA: Towards More Stealth and Persistent Backdoor Attacks in Federated Learning
Authors: Chengcheng Zhu, Ye Li, Bosen Rao, Jiale Zhang, Yunlong Mao, Sheng Zhong | Published: 2025-06-26
ZKPROV: A Zero-Knowledge Approach to Dataset Provenance for Large Language Models
Authors: Mina Namazi, Alexander Nemecek, Erman Ayday | Published: 2025-06-26
Counterfactual Influence as a Distributional Quantity
Authors: Matthieu Meeus, Igor Shilov, Georgios Kaissis, Yves-Alexandre de Montjoye | Published: 2025-06-25
SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models
Authors: Dipayan Saha, Shams Tarek, Hasan Al Shaikh, Khan Thamid Hasan, Pavan Sai Nalluri, Md. Ajoad Hasan, Nashmin Alam, Jingbo Zhou, Sujan Kumar Saha, Mark Tehranipoor, Farimah Farahmandi | Published: 2025-06-25
Breaking the Boundaries of Long-Context LLM Inference: Adaptive KV Management on a Single Commodity GPU
Authors: He Sun, Li Li, Mingjun Xiao, Chengzhong Xu | Published: 2025-06-25