Imagen de Portada

Real-world Edge Neural Network Implementations Leak Private Interactions Through Physical Side Channel

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Liu, Zhuoran, van Hoek, Senna, Horváth, Péter, Lauret, Dirk, Xu, Xiaoyun, Batina, Lejla
Formato:	Preprint
Publicado:	2025
Materias:	Cryptography and Security
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

BarraCUDA: Edge GPUs do Leak DNN Weights
por: Horvath, Peter, et al.
Publicado: (2023)

Kraken: Higher-order EM Side-Channel Attacks on DNNs in Near and Far Field
por: Horvath, Peter, et al.
Publicado: (2026)

CNN architecture extraction on edge GPU
por: Horvath, Peter, et al.
Publicado: (2024)

The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems
por: Song, Linke, et al.
Publicado: (2024)

NeuroPlug: Plugging Side-Channel Leaks in NPUs using Space Filling Curves
por: Shrivastava, Nivedita, et al.
Publicado: (2024)

BudgetLeak: Membership Inference Attacks on RAG Systems via the Generation Budget Side Channel
por: Li, Hao, et al.
Publicado: (2025)

Automated Side-Channel Analysis of Cryptographic Protocol Implementations
por: Nasrabadi, Faezeh, et al.
Publicado: (2025)

Obelix: Mitigating Side-Channels Through Dynamic Obfuscation
por: Wichelmann, Jan, et al.
Publicado: (2025)

Side-Channel Analysis of OpenVINO-based Neural Network Models
por: Jap, Dirmanto, et al.
Publicado: (2024)

Emerging Threats and Countermeasures in Neuromorphic Systems: A Survey
por: Sorrentino, Pablo, et al.
Publicado: (2026)

ContextLeak: Auditing Leakage in Private In-Context Learning Methods
por: Choi, Jacob, et al.
Publicado: (2025)

On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel
por: Shukla, Shubhi, et al.
Publicado: (2022)

Rethinking Side-Channel Analysis: Automated Discovery and Analysis of Side-Channel Leakage with LLM-Assisted Agents
por: Xu, Zhen, et al.
Publicado: (2026)

NetEcho: From Real-World Streaming Side-Channels to Full LLM Conversation Recovery
por: Zhang, Zheng, et al.
Publicado: (2025)

Side Channel Analysis in Homomorphic Encryption
por: Ghaleb, Baraq, et al.
Publicado: (2025)

TMI! Finetuned Models Leak Private Information from their Pretraining Data
por: Abascal, John, et al.
Publicado: (2023)

Private Links, Public Leaks: Consequences of Frictionless User Experience on the Security and Privacy Posture of SMS-Delivered URLs
por: Danish, Muhammad, et al.
Publicado: (2026)

SleepWalk: Exploiting Context Switching and Residual Power for Physical Side-Channel Attacks
por: Sanjaya, Sahan, et al.
Publicado: (2025)

MCU-Wide Timing Side Channels and Their Detection
por: Müller, Johannes, et al.
Publicado: (2023)

Stochastic Training for Side-Channel Resilient AI
por: Dubey, Anuj, et al.
Publicado: (2025)

Side-Channel Attacks on Open vSwitch
por: Kim, Daewoo, et al.
Publicado: (2026)

Enter, Exit, Page Fault, Leak: Testing Isolation Boundaries for Microarchitectural Leaks
por: Oleksenko, Oleksii, et al.
Publicado: (2025)

Beyond TVLA: Anderson-Darling Leakage Assessment for Neural Network Side-Channel Leakage Detection
por: Mikulec, Ján, et al.
Publicado: (2026)

Spill The Beans: Exploiting CPU Cache Side-Channels to Leak Tokens from Large Language Models
por: Adiletta, Andrew, et al.
Publicado: (2025)

Towards Backdoor Stealthiness in Model Parameter Space
por: Xu, Xiaoyun, et al.
Publicado: (2025)

On Borrowed Time -- Preventing Static Side-Channel Analysis
por: Dumitru, Robert, et al.
Publicado: (2023)

Acoustic Side-Channel Attacks on a Computer Mouse
por: Conti, Mauro, et al.
Publicado: (2025)

Electromagnetic Side-Channel Analysis of PRESENT Lightweight Cipher
por: Gunathilake, Nilupulee A, et al.
Publicado: (2025)

Delving into Cryptanalytic Extraction of PReLU Neural Networks
por: Chen, Yi, et al.
Publicado: (2025)

SaMOSA: Sandbox for Malware Orchestration and Side-Channel Analysis
por: Udeshi, Meet, et al.
Publicado: (2025)

SNPeek: Side-Channel Analysis for Privacy Applications on Confidential VMs
por: Zhang, Ruiyi, et al.
Publicado: (2025)

Acoustic Side Channel Attack on Keyboards Based on Typing Patterns
por: Taheritajar, Alireza, et al.
Publicado: (2024)

Lightweight Countermeasures Against Static Power Side-Channel Attacks
por: Bhandari, Jitendra, et al.
Publicado: (2024)

Exploring Power Side-Channel Challenges in Embedded Systems Security
por: Narimani, Pouya, et al.
Publicado: (2024)

Machine Learning Power Side-Channel Attack on SNOW-V
por: Deepak, et al.
Publicado: (2025)

Side-Channel Extraction of Dataflow AI Accelerator Hardware Parameters
por: Lomet, Guillaume, et al.
Publicado: (2025)

Exploiting HDMI and USB Ports for GPU Side-Channel Insights
por: Arefin, Sayed Erfan, et al.
Publicado: (2024)

Make Shuffling Great Again: A Side-Channel Resistant Fisher-Yates Algorithm for Protecting Neural Networks
por: Puškáč, Leonard, et al.
Publicado: (2025)

A Divide-and-Conquer Strategy for Hard-Label Extraction of Deep Neural Networks via Side-Channel Attacks
por: Coqueret, Benoit, et al.
Publicado: (2024)

DeepReShape: Redesigning Neural Networks for Efficient Private Inference
por: Jha, Nandan Kumar, et al.
Publicado: (2023)