Stealing the Invisible: Unveiling Pre-Trained CNN Models through Adversarial Examples and Timing Side-Channels
Authors: Shubhi Shukla, Manaar Alam, Pabitra Mitra, Debdeep Mukhopadhyay | Published: 2024-02-19
Classification Pattern Analysis
Crossed-IoT device portability of Electromagnetic Side Channel Analysis: Challenges and Dataset
Authors: Tharindu Lakshan Yasarathna, Lojenaa Navanesan, Simon Barque, Assanka Sayakkara, Nhien-An Le-Khac | Published: 2023-10-04
Performance evaluation of Machine learning algorithms for Intrusion Detection System
Authors: Sudhanshu Sekhar Tripathy, Bichitrananda Behera | Published: 2023-10-01
Intrusion Detection: A Deep Learning Approach
Authors: Ishaan Shivhare, Joy Purohit, Vinay Jogani, Samina Attari, Madhav Chandane | Published: 2023-06-13
Phishing URL Detection: A Network-based Approach Robust to Evasion
Authors: Taeri Kim, Noseong Park, Jiwon Hong, Sang-Wook Kim | Published: 2022-09-03
Lethal Dose Conjecture on Data Poisoning
Authors: Wenxiao Wang, Alexander Levine, Soheil Feizi | Published: 2022-08-05 | Updated: 2022-10-18
When a RF Beats a CNN and GRU, Together — A Comparison of Deep Learning and Classical Machine Learning Approaches for Encrypted Malware Traffic Classification
Authors: Adi Lichy, Ofek Bader, Ran Dubin, Amit Dvir, Chen Hajaj | Published: 2022-06-16
Residual Error: a New Performance Measure for Adversarial Robustness
Authors: Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong | Published: 2021-06-18
Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart
Authors: Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu | Published: 2021-05-31 | Updated: 2022-03-31
Intrusion Detection using Machine Learning Techniques: An Experimental Comparison
Authors: Kathryn-Ann Tait, Jan Sher Khan, Fehaid Alqahtani, Awais Aziz Shah, Fadia Ali Khan, Mujeeb Ur Rehman, Wadii Boulila, Jawad Ahmad | Published: 2021-05-27