セキュリティ保証

Targets in Reinforcement Learning to solve Stackelberg Security Games

Authors: Saptarashmi Bandyopadhyay, Chenqi Zhu, Philip Daniel, Joshua Morrison, Ethan Shay, John Dickerson | Published: 2022-11-30
アルゴリズム設計
スタッキングモデル
セキュリティ保証

BLADERUNNER: Rapid Countermeasure for Synthetic (AI-Generated) StyleGAN Faces

Authors: Adam Dorian Wong | Published: 2022-10-12 | Updated: 2022-10-28
DNN IP保護手法
セキュリティ保証
生成モデルの課題

A Certifiable Security Patch for Object Tracking in Self-Driving Systems via Historical Deviation Modeling

Authors: Xudong Pan, Qifan Xiao, Mi Zhang, Min Yang | Published: 2022-07-18
アルゴリズム設計
セキュリティ保証
状態推定手法

DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware

Authors: Hanieh Hashemi, Yongqin Wang, Murali Annavaram | Published: 2022-06-30
DNN IP保護手法
セキュリティ保証
プライバシーリスク管理

A New Security Boundary of Component Differentially Challenged XOR PUFs Against Machine Learning Modeling Attacks

Authors: Gaoxiang Li, Khalid T. Mursi, Ahmad O. Aseeri, Mohammed S. Alkatheiri, Yu Zhuang | Published: 2022-06-02
PUFの評価手法
セキュリティ保証
トレーニングプロトコル

R-HTDetector: Robust Hardware-Trojan Detection Based on Adversarial Training

Authors: Kento Hasegawa, Seira Hidano, Kohei Nozawa, Shinsaku Kiyomoto, Nozomu Togawa | Published: 2022-05-27
セキュリティ保証
トロイの木馬検出
特徴抽出手法

Spoofing Generalization: When Can’t You Trust Proprietary Models?

Authors: Ankur Moitra, Elchanan Mossel, Colin Sandon | Published: 2021-06-15 | Updated: 2022-03-23
セキュリティ保証
署名スキームの攻撃
計算複雑性

Towards Memory Safe Python Enclave for Security Sensitive Computation

Authors: Huibo Wang, Mingshen Sun, Qian Feng, Pei Wang, Tongxin Li, Yu Ding | Published: 2020-05-12
セキュリティ保証
プライバシー評価
脆弱性評価手法

Digit Recognition From Wrist Movements and Security Concerns with Smart Wrist Wearable IOT Devices

Authors: Lambert T. Leong, Sean Wiere | Published: 2020-04-22
セキュリティ保証
機械学習の役割
特徴エンジニアリング

Scalable and Secure Architecture for Distributed IoT Systems

Authors: Najmeddine Dhieb, Hakim Ghazzai, Hichem Besbes, Yehia Massoud | Published: 2020-04-20
セキュリティ保証
マルウェア分類
機械学習の役割