文献データベース

Transfer Learning for Security: Challenges and Future Directions

Authors: Adrian Shuai Li, Arun Iyengar, Ashish Kundu, Elisa Bertino | Published: 2024-03-01
セキュリティ分析
ポイズニング
転移学習

Differentially Private Knowledge Distillation via Synthetic Text Generation

Authors: James Flemings, Murali Annavaram | Published: 2024-03-01 | Updated: 2024-06-05
データ生成
プライバシー保護手法
モデル性能評価

Attacking Delay-based PUFs with Minimal Adversary Model

Authors: Hongming Fei, Owen Millwood, Prosanta Gope, Jack Miskelly, Biplab Sikdar | Published: 2024-03-01
PUFの評価手法
モデル性能評価
攻撃手法

Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models

Authors: Jiandong Jin, Bowen Tang, Mingxuan Ma, Xiao Liu, Yunfei Wang, Qingnan Lai, Jia Yang, Changling Zhou | Published: 2024-03-01
サイバーセキュリティ
戦略的洞察の向上
脆弱性管理

Teach LLMs to Phish: Stealing Private Information from Language Models

Authors: Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal | Published: 2024-03-01
バックドア攻撃
フィッシング検出
プロンプトインジェクション

Shifted Interpolation for Differential Privacy

Authors: Jinho Bok, Weijie Su, Jason M. Altschuler | Published: 2024-03-01 | Updated: 2024-06-12
プライバシー保護手法
収束保証
損失関数

OPAF: Optimized Secure Two-Party Computation Protocols for Nonlinear Activation Functions in Recurrent Neural Network

Authors: Qian Feng, Zhihua Xia, Zhifeng Xu, Jiasi Weng, Jian Weng | Published: 2024-03-01
多者計算
計算効率
通信効率

Watermark Stealing in Large Language Models

Authors: Nikola Jovanović, Robin Staab, Martin Vechev | Published: 2024-02-29 | Updated: 2024-06-24
モデル抽出攻撃
大規模言語モデル
攻撃の分類

PRSA: PRompt Stealing Attacks against Large Language Models

Authors: Yong Yang, Changjiang Li, Yi Jiang, Xi Chen, Haoyu Wang, Xuhong Zhang, Zonghui Wang, Shouling Ji | Published: 2024-02-29 | Updated: 2024-06-08
LLM性能評価
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

Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction

Authors: Tong Liu, Yingjie Zhang, Zhe Zhao, Yinpeng Dong, Guozhu Meng, Kai Chen | Published: 2024-02-28 | Updated: 2024-06-10
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