Fortify the Guardian, Not the Treasure: Resilient Adversarial Detectors by Raz Lapid, Almog Dubin, Moshe Sipper

Subjects: Get full text

Trustworthiness of Deep Learning Under Adversarial Attacks in Power Systems by Dowens Nicolas, Kevin Orozco, Steve Mathew, Yi Wang, Wafa Elmannai, George C. Giakos

Subjects: “…adversarial attacks…”
Get full text

Resilience of Named Entity Recognition models against adversarial attacks by Paweł Walkowiak

Subjects: Get full text

Breaking and Healing: GAN-Based Adversarial Attacks and Post-Adversarial Recovery for 5G IDSs by Yasmeen Alslman, Mouhammd Alkasassbeh, Mohammad J. Abdel-Rahman

Subjects: “…Adversarial attacks…”
Get full text

Learning deep forest for face anti-spoofing: An alternative to the neural network against adversarial attacks by Rizhao Cai, Liepiao Zhang, Changsheng Chen, Yongjian Hu, Alex Kot

Subjects: Get full text

A Comprehensive Review of Adversarial Attacks and Defense Strategies in Deep Neural Networks by Abdulruhman Abomakhelb, Kamarularifin Abd Jalil, Alya Geogiana Buja, Abdulraqeb Alhammadi, Abdulmajeed M. Alenezi

Subjects: Get full text

You Only Attack Once: Single-Step DeepFool Algorithm by Jun Li, Yanwei Xu, Yaocun Hu, Yongyong Ma, Xin Yin

Subjects: Get full text

Trustworthy Analytics in ETSI ZSM: A 5G Security Case Study by Panagiotis Radoglou-Grammatikis, Efklidis Katsaros, Evangelos Syrmos, Georgios P. Katsikas, Dimitrios Klonidis, Vasileios Argyriou, Thomas Lagkas, Panagiotis Sarigiannidis

Subjects: Get full text

Task-Oriented Adversarial Attacks for Aspect-Based Sentiment Analysis Models by Monserrat Vázquez-Hernández, Ignacio Algredo-Badillo, Luis Villaseñor-Pineda, Mariana Lobato-Báez, Juan Carlos Lopez-Pimentel, Luis Alberto Morales-Rosales

Subjects: “…adversarial attacks…”
Get full text

Evaluating Impact of Image Transformations on Adversarial Examples by Pu Tian, Sathvik Poreddy, Charitha Danda, Chihnita Gowrineni, Yalong Wu, Weixian Liao

Subjects: Get full text

Adversarial Attacks to Manipulate Target Localization of Object Detector by Kai Xu, Xiao Cheng, Ji Qiao, Jia-Teng Li, Kai-Xuan Ji, Jia-Yong Zhong, Peng Tian, Jian-Xun Mi

Subjects: “…Adversarial attacks…”
Get full text

Defense Methods for Adversarial Attacks Against Power CPS Data-Driven Algorithms by Weiping ZHU, Yi TANG, Xingshen WEI, Zengji LIU

Subjects: “…adversarial attacks…”
Get full text

AGASI: A Generative Adversarial Network-Based Approach to Strengthening Adversarial Image Steganography by Haiju Fan, Changyuan Jin, Ming Li

Subjects: Get full text

Mobile applications for skin cancer detection are vulnerable to physical camera-based adversarial attacks by Junsei Oda, Kazuhiro Takemoto

Subjects: Get full text

Evaluating Adversarial Robustness of No-Reference Image and Video Quality Assessment Models with Frequency-Masked Gradient Orthogonalization Adversarial Attack by Khaled Abud, Sergey Lavrushkin, Dmitry Vatolin

Subjects: “…adversarial attacks…”
Get full text

Adversarial Attack Detection in Smart Grids Using Deep Learning Architectures by Stephanie Ness

Subjects: “…Adversarial attacks…”
Get full text

Perceptual Carlini-Wagner Attack: A Robust and Imperceptible Adversarial Attack Using LPIPS by Liming Fan, Anis Salwa Mohd Khairuddin, Haichuan Liu, Khairunnisa Binti Hasikin

Subjects: “…Adversarial attacks…”
Get full text

Defending CNN Against FGSM Attacks Using Beta-Based Personalized Activation Functions and Adversarial Training by Hanen Issaoui, Asma Eladel, Ahmed Zouinkhi, Mourad Zaied, Lazhar Khriji, Sarvar Hussain Nengroo

Subjects: “…CNN model security adversarial attacks…”
Get full text

Recent Advancements in Federated Learning: State of the Art, Fundamentals, Principles, IoT Applications and Future Trends by Christos Papadopoulos, Konstantinos-Filippos Kollias, George F. Fragulis

Subjects: Get full text

On the Validity of Traditional Vulnerability Scoring Systems for Adversarial Attacks Against LLMs by Atmane Ayoub Mansour Bahar, Ahmad Samer Wazan

Subjects: “…Adversarial attacks…”
Get full text