セキュリティ保証

DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection

Authors: Sudipta Paria, Aritra Dasgupta, Swarup Bhunia | Published: 2023-08-14
LLMセキュリティ
セキュリティ保証
脆弱性回避手法

S3C2 Summit 2023-06: Government Secure Supply Chain Summit

Authors: William Enck, Yasemin Acar, Michel Cukier, Alexandros Kapravelos, Christian Kästner, Laurie Williams | Published: 2023-08-13
SBOMの実践
サイバーセキュリティ
セキュリティ保証

Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy

Authors: Georgios Kaissis, Jamie Hayes, Alexander Ziller, Daniel Rueckert | Published: 2023-07-08
アルゴリズム設計
セキュリティ保証
データの隠蔽

Jailbroken: How Does LLM Safety Training Fail?

Authors: Alexander Wei, Nika Haghtalab, Jacob Steinhardt | Published: 2023-07-05
セキュリティ保証
プロンプトインジェクション
敵対的攻撃手法

Vulnerable Source Code Detection using SonarCloud Code Analysis

Authors: Alifia Puspaningrum, Muhammad Anis Al Hilmi, Darsih, Muhamad Mustamiin, Maulana Ilham Ginanjar | Published: 2023-07-05
コード変更分析
システム観測性
セキュリティ保証

Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction

Authors: Zitao Chen, Karthik Pattabiraman | Published: 2023-07-04
セキュリティ保証
データ漏洩
メンバーシップ推論

New intelligent defense systems to reduce the risks of Selfish Mining and Double-Spending attacks using Learning Automata

Authors: Seyed Ardalan Ghoreishi, Mohammad Reza Meybodi | Published: 2023-07-02 | Updated: 2024-03-08
アルゴリズム設計
セキュリティ保証
強化学習環境

Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD

Authors: Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov, Nicolas Papernot | Published: 2023-07-01 | Updated: 2024-07-16
セキュリティ保証
データの隠蔽
プライバシー分析

Large Language Models for Code: Security Hardening and Adversarial Testing

Authors: Jingxuan He, Martin Vechev | Published: 2023-02-10 | Updated: 2024-08-16
セキュリティ保証
プロンプトインジェクション
脆弱性分析

RADAR: A TTP-based Extensible, Explainable, and Effective System for Network Traffic Analysis and Malware Detection

Authors: Yashovardhan Sharma, Simon Birnbach, Ivan Martinovic | Published: 2022-12-07 | Updated: 2023-04-13
セキュリティ保証
ソフトウェアセキュリティ
評価手法