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In 2024, the Linux kernel became its own Common Vulnerabilities and Exposures (CVE) Numbering Authority (CNA), formalizing how kernel vulnerabilities are identified and tracked. We analyze the anatomy and dynamics of kernel CVEs using…

Software Engineering · Computer Science 2026-05-26 Piotr Przymus , Witold Weiner , Krzysztof Rykaczewski , Gunnar Kudrjavets

Latest ARM processors are approaching the computational power of x86 architectures while consuming much less energy. Consequently, supply follows demand with Amazon EC2, Equinix Metal and Microsoft Azure offering ARM-based instances, while…

Distributed, Parallel, and Cluster Computing · Computer Science 2022-05-13 Christian Göttel , Konstantinos Parasyris , Osman Unsal , Pascal Felber , Marcelo Pasin , Valerio Schiavoni

With the growing threat of software vulnerabilities, deep learning (DL)-based detectors have gained popularity for vulnerability detection. However, doubts remain regarding their consistency within declared CWE ranges, real-world…

Software Engineering · Computer Science 2025-07-15 Yunqian Wang , Xiaohong Li , Yao Zhang , Yuekang Li , Zhiping Zhou , Ruitao Feng

Graphics Processing Units (GPUs) are deployed on most present server, desktop, and even mobile platforms. Nowadays, a growing number of applications leverage the high parallelism offered by this architecture to speed-up general purpose…

Cryptography and Security · Computer Science 2016-02-29 Roberto Di Pietro , Flavio Lombardi , Antonio Villani

With the exponential rise in the use of cloud services, smart devices, and IoT devices, advanced cyber attacks have become increasingly sophisticated and ubiquitous. Furthermore, the rapid evolution of computing architectures and memory…

Cryptography and Security · Computer Science 2025-01-09 Jyotiprakash Mishra , Sanjay K. Sahay

This paper provides the first systematic analysis of a synergistic threat model encompassing memory corruption vulnerabilities and microarchitectural side-channel vulnerabilities. We study speculative shield bypass attacks that leverage…

Cryptography and Security · Computer Science 2023-09-11 Weon Taek Na , Joel S. Emer , Mengjia Yan

Machine learning (ML) underpins foundation models in finance, healthcare, and critical infrastructure, making them targets for data poisoning, model extraction, prompt injection, automated jailbreaking, and preference-guided black-box…

Cryptography and Security · Computer Science 2025-12-30 Armstrong Foundjem , Lionel Nganyewou Tidjon , Leuson Da Silva , Foutse Khomh

The power consumption of a microprocessor is a huge channel for information leakage. While the most popular exploitation of this channel is to recover cryptographic keys from embedded devices, other applications such as mobile app…

Cryptography and Security · Computer Science 2021-08-27 Muhammad Arsath K F , Vinod Ganesan , Rahul Bodduna , Chester Rebeiro

Multi-GPU systems are becoming increasingly important in highperformance computing (HPC) and cloud infrastructure, providing acceleration for data-intensive applications, including machine learning workloads. These systems consist of…

Cryptography and Security · Computer Science 2025-03-25 Yicheng Zhang , Ravan Nazaraliyev , Sankha Baran Dutta , Andres Marquez , Kevin Barker , Nael Abu-Ghazaleh

ARM Memory Tagging Extension (MTE) is a new hardware feature introduced in ARMv8.5-A architecture, aiming to detect memory corruption vulnerabilities. The low overhead of MTE makes it an attractive solution to mitigate memory corruption…

Cryptography and Security · Computer Science 2024-06-14 Juhee Kim , Jinbum Park , Sihyeon Roh , Jaeyoung Chung , Youngjoo Lee , Taesoo Kim , Byoungyoung Lee

In this paper we analyze the MPI-only version of the CloverLeaf code from the SPEChpc 2021 benchmark suite on recent Intel Xeon "Ice Lake" and "Sapphire Rapids" server CPUs. We observe peculiar breakdowns in performance when the number of…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-08-06 Jan Laukemann , Thomas Gruber , Georg Hager , Dossay Oryspayev , Gerhard Wellein

The disclosure of the Spectre speculative-execution attacks in January 2018 has left a severe vulnerability that systems are still struggling with how to patch. The solutions that currently exist tend to have incomplete coverage, perform…

Cryptography and Security · Computer Science 2020-06-09 Sam Ainsworth , Timothy M. Jones

Large language models (LLMs) can detect software vulnerabilities, but how do they actually identify vulnerable code? We address this question using mechanistic interpretability; analyzing the internal computations of a neural network to…

Cryptography and Security · Computer Science 2026-05-29 Syafiq Al Atiiq , Chun Zhou , Christian Gehrmann

The Spectre vulnerability in modern processors has been widely reported. The key insight in this vulnerability is that speculative execution in processors can be misused to access the secrets. Subsequently, even though the speculatively…

Cryptography and Security · Computer Science 2019-11-13 Guanhua Wang , Sudipta Chattopadhyay , Ivan Gotovchits , Tulika Mitra , Abhik Roychoudhury

Persistent Memory (PM) introduces new opportunities for designing crash-consistent applications without the traditional storage overheads. However, ensuring crash consistency in PM demands intricate knowledge of CPU, cache, and memory…

Emerging Technologies · Computer Science 2025-04-25 João Oliveira , João Gonçalves , Miguel Matos

Spin-Transfer Torque Magnetic RAM (STT-MRAM) is known as the most promising replacement for SRAM technology in large Last-Level Caches (LLCs). Despite its high-density, non-volatility, near-zero leakage power, and immunity to radiation as…

Hardware Architecture · Computer Science 2022-01-11 Elham Cheshmikhani , Hamed Farbeh , Hossein Asadi

This paper introduces {\Delta}Breakpad. It extends the Breakpad crash reporting system to handle software diversity effectively and efficiently by replicating and patching the debug information of diversified software versions. Simple…

Cryptography and Security · Computer Science 2018-04-10 Bert Abrath , Bart Coppens , Mohit Mishra , Jens Van den Broeck , Bjorn De Sutter

Microcode is an abstraction layer used by modern x86 processors that interprets user-visible CISC instructions to hardware-internal RISC instructions. The capability to update x86 microcode enables a vendor to modify CPU behavior in-field,…

Cryptography and Security · Computer Science 2020-07-08 Benjamin Kollenda , Philipp Koppe , Marc Fyrbiak , Christian Kison , Christof Paar , Thorsten Holz

Downfall is a side-channel attack that leaks values in vector registers from a process to another on the same CPU core. This attack enables an attacker to achieve serious outcomes (e.g., stealing AES keys), and there is no fundamental…

Cryptography and Security · Computer Science 2026-04-14 Yohei Harata , Soramichi Akiyama

Semantic segmentation models are widely deployed in safety-critical applications such as autonomous driving, yet their vulnerability to backdoor attacks remains largely underexplored. Prior segmentation backdoor studies transfer threat…

Cryptography and Security · Computer Science 2026-03-18 Guangsheng Zhang , Huan Tian , Leo Zhang , Tianqing Zhu , Ming Ding , Wanlei Zhou , Bo Liu