Durability Issue

Resilient Endurance-Aware NVM-based PUF against Learning-based Attacks

Authors: Hassan Nassar, Ming-Liang Wei, Chia-Lin Yang, Jörg Henkel, Kuan-Hsun Chen | Published: 2025-01-10
Cybersecurity
Cryptography
Durability Issue

Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks

Authors: Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell | Published: 2022-05-12
Robust Regression
Durability Issue
Function Definition

Do You Think You Can Hold Me? The Real Challenge of Problem-Space Evasion Attacks

Authors: Harel Berger, Amit Dvir, Chen Hajaj, Rony Ronen | Published: 2022-05-09
Malware Classification
Attack Method
Durability Issue

Scalable Whitebox Attacks on Tree-based Models

Authors: Giuseppe Castiglione, Gavin Ding, Masoud Hashemi, Christopher Srinivasa, Ga Wu | Published: 2022-03-31
Machine Learning
Durability Issue
Computational Complexity

Beyond Robustness: Resilience Verification of Tree-Based Classifiers

Authors: Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando | Published: 2021-12-05
Algorithm Design
Stability Assessment
Durability Issue

Linking average- and worst-case perturbation robustness via class selectivity and dimensionality

Authors: Matthew L. Leavitt, Ari Morcos | Published: 2020-10-14 | Updated: 2021-03-29
Class Selectivity
Deep Learning
Durability Issue

Hardware Trojan Detection Using Controlled Circuit Aging

Authors: Virinchi Roy Surabhi, Prashanth Krishnamurthy, Hussam Amrouch, Kanad Basu, Jörg Henkel, Ramesh Karri, Farshad Khorrami | Published: 2020-04-06 | Updated: 2020-04-21
Trojan Detection
Hardware Design
Durability Issue