Adversarial Attacks on Spiking Convolutional Neural Networks for
Event-based Vision

Adversarial Attacks on Spiking Convolutional Neural Networks for Event-based Vision

6 October 2021

Papers citing "Adversarial Attacks on Spiking Convolutional Neural Networks for Event-based Vision"

11 / 11 papers shown

Title
Input-Specific and Universal Adversarial Attack Generation for Spiking Neural Networks in the Spiking Domain Spyridon Raptis Haralampos-G. Stratigopoulos AAML 30 0 0 07 May 2025
Toward Spiking Neural Network Local Learning Modules Resistant to Adversarial Attacks Jiaqi Lin Abhronil Sengupta AAML 33 0 0 11 Apr 2025
Input-Triggered Hardware Trojan Attack on Spiking Neural Networks Spyridon Raptis Paul Kling Ioannis Kaskampas Ihsen Alouani Haralampos-G. Stratigopoulos AAML 59 1 0 20 Mar 2025
Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients Li Lun Kunyu Feng Qinglong Ni Ling Liang Yuan Wang Ying Li Dunshan Yu Xiaoxin Cui AAML 86 0 0 05 Mar 2025
The Inherent Adversarial Robustness of Analog In-Memory Computing Corey Lammie Julian Büchel A. Vasilopoulos Manuel Le Gallo Abu Sebastian AAML 51 0 0 11 Nov 2024
Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras Roberto Riaño Gorka Abad S. Picek A. Urbieta AAML 41 0 0 05 Nov 2024
Advancing Neuromorphic Computing: Mixed-Signal Design Techniques Leveraging Brain Code Units and Fundamental Code Units Murat Isik Sols Miziev W. Pawlak Newton Howard 51 5 0 18 Mar 2024
State Space Models for Event Cameras Nikola Zubić Mathias Gehrig Davide Scaramuzza 65 40 0 23 Feb 2024
Time-Distributed Backdoor Attacks on Federated Spiking Learning Gorka Abad S. Picek A. Urbieta AAML FedML 42 2 0 05 Feb 2024
Adversarially Robust Spiking Neural Networks Through Conversion Ozan Özdenizci Robert Legenstein AAML 40 8 0 15 Nov 2023
Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations Saima Sharmin Nitin Rathi Priyadarshini Panda Kaushik Roy AAML 116 86 0 23 Mar 2020