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Microarchitectural timing attacks exploit subtle timing variations caused by hardware behaviors to leak sensitive information. In this paper, we introduce MCHammer, a novel side-channel technique that leverages machine clears induced by…

密码学与安全 · 计算机科学 2025-02-17 Billy Bob Brumley

Side-channel attacks that use machine learning (ML) for signal analysis have become prominent threats to computer security, as ML models easily find patterns in signals. To address this problem, this paper explores using Adversarial Machine…

密码学与安全 · 计算机科学 2023-10-17 Hyoungwook Nam , Raghavendra Pradyumna Pothukuchi , Bo Li , Nam Sung Kim , Josep Torrellas

Timing and cache side channels provide powerful attacks against many sensitive operations including cryptographic implementations. Existing defenses cannot protect against all classes of such attacks without incurring prohibitive…

密码学与安全 · 计算机科学 2015-09-01 Benjamin A. Braun , Suman Jana , Dan Boneh

Over the past few years, deep learning has been getting progressively more popular for the exploitation of side-channel vulnerabilities in embedded cryptographic applications, as it offers advantages in terms of the amount of attack traces…

密码学与安全 · 计算机科学 2023-09-26 Yohaï-Eliel Berreby , Laurent Sauvage

We propose a new scheme of attack on the Microsoft's ASIRRA CAPTCHA which represents a significant shortcut to the intended attacking path, as it is not based in any advance in the state of the art on the field of image recognition. After…

密码学与安全 · 计算机科学 2009-08-11 Carlos Javier Hernandez-Castro , Arturo Ribagorda , Yago Saez

We present a kernel-level infrastructure that allows system-wide detection of malicious applications attempting to exploit cache-based side-channel attacks to break the process confinement enforced by standard operating systems. This…

密码学与安全 · 计算机科学 2024-02-22 Stefano Carnà , Serena Ferracci , Francesco Quaglia , Alessandro Pellegrini

Advances in deep learning have enabled a wide range of promising applications. However, these systems are vulnerable to Adversarial Machine Learning (AML) attacks; adversarially crafted perturbations to their inputs could cause them to…

密码学与安全 · 计算机科学 2022-01-06 Amira Guesmi , Khaled N. Khasawneh , Nael Abu-Ghazaleh , Ihsen Alouani

The timing characteristics of cache, a high-speed storage between the fast CPU and the slowmemory, may reveal sensitive information of a program, thus allowing an adversary to conduct side-channel attacks. Existing methods for detecting…

密码学与安全 · 计算机科学 2018-07-10 Shengjian Guo , Meng Wu , Chao Wang

The recent Spectre attacks have demonstrated that modern microarchitectural optimizations can make software insecure. These attacks use features like pipelining, out-of-order and speculation to extract information about the memory contents…

密码学与安全 · 计算机科学 2020-07-20 Hamed Nemati , Roberto Guanciale , Pablo Buiras , Andreas Lindner

Attacks on the microarchitecture of modern processors have become a practical threat to security and privacy in desktop and cloud computing. Recently, cache attacks have successfully been demonstrated on ARM based mobile devices, suggesting…

密码学与安全 · 计算机科学 2017-03-30 Marc Green , Leandro Rodrigues-Lima , Andreas Zankl , Gorka Irazoqui , Johann Heyszl , Thomas Eisenbarth

Side-channel attacks have become a severe threat to the confidentiality of computer applications and systems. One popular type of such attacks is the microarchitectural attack, where the adversary exploits the hardware features to break the…

密码学与安全 · 计算机科学 2021-03-29 Xiaoxuan Lou , Tianwei Zhang , Jun Jiang , Yinqian Zhang

The transient execution attack is a type of attack leveraging the vulnerability of modern CPU optimization technologies. New attacks surface rapidly. The side-channel is a key part of transient execution attacks to leak data. In this work,…

密码学与安全 · 计算机科学 2023-04-24 Yu Jin , Pengfei Qiu , Chunlu Wang , Yihao Yang , Dongsheng Wang , Gang Qu

To defeat side-channel attacks, many recent countermeasures work by enforcing random run-time variability to the target computing platform in terms of clock jitters, frequency and voltage scaling, and phase shift, also combining the…

密码学与安全 · 计算机科学 2024-09-17 Davide Galli , Adriano Guarisco , William Fornaciari , Matteo Matteucci , Davide Zoni

Modern Intel CPUs reduce their frequency when executing wide vector operations (AVX2 and AVX-512 instructions), as these instructions increase power consumption. The frequency is only increased again two milliseconds after the last code…

分布式、并行与集群计算 · 计算机科学 2019-01-16 Mathias Gottschlag , Frank Bellosa

Covert channel attacks represent a significant threat to system security, leveraging shared resources to clandestinely transmit information from highly secure systems, thereby violating the system's security policies. These attacks exploit…

密码学与安全 · 计算机科学 2024-04-10 Shariful Alam , Jidong Xiao , Nasir U. Eisty

Emerging 5G millimeter-wave and sub-6 GHz networks enable high-accuracy indoor localization, but security and privacy vulnerabilities pose serious challenges. In this paper, we identify and address threats including location spoofing and…

密码学与安全 · 计算机科学 2025-05-26 Ildi Alla , Valeria Loscri

Recent research has shown that Large Language Models (LLMs) are vulnerable to automated jailbreak attacks, where adversarial suffixes crafted by algorithms appended to harmful queries bypass safety alignment and trigger unintended…

计算与语言 · 计算机科学 2025-11-10 Chung-En Sun , Xiaodong Liu , Weiwei Yang , Tsui-Wei Weng , Hao Cheng , Aidan San , Michel Galley , Jianfeng Gao

The arm race between hardware security engineers and side-channel researchers has become more competitive with more sophisticated attacks and defenses in the last decade. While modern hardware features improve the system performance…

密码学与安全 · 计算机科学 2022-08-10 Debopriya Roy Dipta , Berk Gulmezoglu

Implicit Neural Representations (INRs) have been recently garnering increasing interest in various research fields, mainly due to their ability to represent large, complex data in a compact, continuous manner. Past work further showed that…

机器学习 · 计算机科学 2026-03-04 Tamir Shor , Ethan Fetaya , Chaim Baskin , Alex Bronstein

Microcontroller-based IoT devices often use embedded real-time operating systems (RTOSs). Vulnerabilities in these embedded RTOSs can lead to compromises of those IoT devices. Despite the significance of security protections, the absence of…

密码学与安全 · 计算机科学 2025-04-29 Xinhui Shao , Zhen Ling , Yue Zhang , Huaiyu Yan , Yumeng Wei , Lan Luo , Zixia Liu , Junzhou Luo , Xinwen Fu