AIセキュリティポータルbot

Revisiting Differentially Private Hyper-parameter Tuning

Authors: Zihang Xiang, Tianhao Wang, Chenglong Wang, Di Wang | Published: 2024-02-20 | Updated: 2024-06-04
ハイパーパラメータ調整
プライバシー保護手法
透かし評価

IT Intrusion Detection Using Statistical Learning and Testbed Measurements

Authors: Xiaoxuan Wang, Rolf Stadler | Published: 2024-02-20
CVE情報抽出
侵入検知システム
攻撃手法

TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification

Authors: Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh | Published: 2024-02-20 | Updated: 2024-06-06
LLMセキュリティ
LLM性能評価
プロンプトインジェクション

Prompt Stealing Attacks Against Large Language Models

Authors: Zeyang Sha, Yang Zhang | Published: 2024-02-20
LLMセキュリティ
プロンプトインジェクション
プロンプトエンジニアリング

Bounding Reconstruction Attack Success of Adversaries Without Data Priors

Authors: Alexander Ziller, Anneliese Riess, Kristian Schwethelm, Tamara T. Mueller, Daniel Rueckert, Georgios Kaissis | Published: 2024-02-20
データプライバシー評価
プライバシー保護手法
透かし評価

APT-MMF: An advanced persistent threat actor attribution method based on multimodal and multilevel feature fusion

Authors: Nan Xiao, Bo Lang, Ting Wang, Yikai Chen | Published: 2024-02-20
GNN
IoC解析手法
自動化された脅威帰属

Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors

Authors: Yiwei Lu, Matthew Y. R. Yang, Gautam Kamath, Yaoliang Yu | Published: 2024-02-20
バックドア攻撃
ポイズニング
転移学習

An Adversarial Approach to Evaluating the Robustness of Event Identification Models

Authors: Obai Bahwal, Oliver Kosut, Lalitha Sankar | Published: 2024-02-19 | Updated: 2024-04-22
イベント識別
ロバスト性評価

Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models

Authors: Christian Schlarmann, Naman Deep Singh, Francesco Croce, Matthias Hein | Published: 2024-02-19 | Updated: 2024-06-05
プロンプトインジェクション
ロバスト性評価
敵対的訓練

CovRL: Fuzzing JavaScript Engines with Coverage-Guided Reinforcement Learning for LLM-based Mutation

Authors: Jueon Eom, Seyeon Jeong, Taekyoung Kwon | Published: 2024-02-19
ファジング
強化学習
評価手法