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Computing systems, including real-time embedded systems, are becoming increasingly connected to allow for more advanced and safer operation. Such embedded systems are resource-constrained, such as lower processing capabilities, as compared…

Cryptography and Security · Computer Science 2022-08-09 Tanmaya Mishra , Thidapat Chantem , Ryan Gerdes

Spectre attacks and their many subsequent variants are a new vulnerability class affecting modern CPUs. The attacks rely on the ability to misguide speculative execution, generally by exploiting the branch prediction structures, to execute…

Cryptography and Security · Computer Science 2019-12-06 Esmaeil Mohammadian Koruyeh , Shirin Haji Amin Shirazi , Khaled N. Khasawneh , Chengyu Song , Nael Abu-Ghazaleh

Protecting programs against control-flow hijacking attacks recently has become an arms race between defenders and attackers. While certain defenses, e.g., \textit{Control Flow Integrity} (CFI), restrict the targets of indirect control-flow…

Cryptography and Security · Computer Science 2018-12-21 Paul Muntean

Recent Pwn2Own competitions have demonstrated the continued effectiveness of control hijacking attacks despite deployed countermeasures including stack canaries and ASLR. A powerful defense called Control flow Integrity (CFI) offers a…

Cryptography and Security · Computer Science 2014-08-08 Ali Jose Mashtizadeh , Andrea Bittau , David Mazieres , Dan Boneh

Memory corruption errors in C/C++ programs remain the most common source of security vulnerabilities in today's systems. Control-flow hijacking attacks exploit memory corruption vulnerabilities to divert program execution away from the…

Cryptography and Security · Computer Science 2019-11-26 Nathan Burow , Scott A. Carr , Joseph Nash , Per Larsen , Michael Franz , Stefan Brunthaler , Mathias Payer

CFI is a computer security technique that detects runtime attacks by monitoring a program's branching behavior. This work presents a detailed analysis of the security policies enforced by 21 recent hardware-based CFI architectures. The goal…

Cryptography and Security · Computer Science 2017-08-01 Ruan de Clercq , Ingrid Verbauwhede

The control flow graph (CFG) representation of a procedure used by virtually all flow-sensitive program analyses, admits a large number of infeasible control flow paths i.e., these paths do not occur in any execution of the program. Hence…

Software Engineering · Computer Science 2022-08-29 Komal Pathade , Uday Khedker

Embedded, smart, and IoT devices are increasingly popular in numerous everyday settings. Since lower-end devices have the most strict cost constraints, they tend to have few, if any, security features. This makes them attractive targets for…

Cryptography and Security · Computer Science 2023-09-21 Sashidhar Jakkamsetti , Youngil Kim , Andrew Searles , Gene Tsudik

Control flow obfuscation deters software reverse engineering attempts by altering the program's control flow transfer. The alternation should not affect the software's run-time behaviour. In this paper, we propose a control flow obfuscation…

Cryptography and Security · Computer Science 2021-03-01 Kenny Zhuo Ming Lu

Total Flow Analysis (TFA) is a method for conducting the worst-case analysis of time sensitive networks without cyclic dependencies. In networks with cyclic dependencies, Fixed-Point TFA introduces artificial cuts, analyses the resulting…

Networking and Internet Architecture · Computer Science 2022-05-12 Stéphan Plassart , Jean-Yves Le Boudec

Techniques for runtime verification often utilise specification languages that are (i) reasonably expressive, and (ii) relatively abstract (i.e. they operate on a level of abstraction that separates them from the system being monitored).…

Logic in Computer Science · Computer Science 2018-06-11 Joshua Heneage Dawes , Giles Reger

Control flow coverage criteria are an important part of the process of qualifying embedded software for safety-critical systems. Criteria such as modified condition/decision coverage (MC/DC) as defined by DO-178B are used by regulators to…

Software Engineering · Computer Science 2024-10-01 Sean Kauffman , Carlos Moreno , Sebastian Fischmeister

As currently classical malware detection methods based on signatures fail to detect new malware, they are not always efficient with new obfuscation techniques. Besides, new malware is easily created and old malware can be recoded to produce…

Cryptography and Security · Computer Science 2016-09-13 Andree Linke , Nhien-An Le-Khac

Many dedicated embedded processors do not have memory or computational resources to coexist with traditional (host-based) security solutions. As a result, there is interest in using out-of-band analog side-channel measurements and their…

Cryptography and Security · Computer Science 2019-11-01 Mark Chilenski , George Cybenko , Isaac Dekine , Piyush Kumar , Gil Raz

Control-flow hijacking attacks are used to perform malicious com-putations. Current solutions for assessing the attack surface afteracontrol flow integrity(CFI) policy was applied can measure onlyindirect transfer averages in the best case…

Cryptography and Security · Computer Science 2019-10-04 Paul Muntean , Matthias Neumayer , Zhiqiang Lin , Gang Tan , Jens Grossklags , Claudia Eckert

Random-feature-based attention (RFA) is an efficient approximation of softmax attention with linear runtime and space complexity. However, the approximation gap between RFA and conventional softmax attention is not well studied. Built upon…

Machine Learning · Computer Science 2023-02-10 Lin Zheng , Jianbo Yuan , Chong Wang , Lingpeng Kong

Micro-Controller Units (MCUs) are widely used in safety-critical systems, making them attractive targets for attacks. This calls for lightweight defenses that remain effective despite software compromise. Control Flow Auditing (CFAud) is…

Cryptography and Security · Computer Science 2026-03-03 Alexandra Lengert , Adam Ilyas Caulfield , Ivan De Oliveira Nunes

Modern equality saturation systems excel at expression-level rewrites by exploring large spaces of equivalent programs without suffering from the phase-ordering problem. How- ever, these systems struggle to represent equivalence directly…

Programming Languages · Computer Science 2026-05-28 Guillermo Garcia

This work presents the first design, integration, and evaluation of the standard RISC-V extensions for Control-Flow Integrity (CFI). The Zicfiss and Zicfilp extensions aim at protecting the execution of a vulnerable program from…

Hardware Architecture · Computer Science 2026-02-16 Simone Manoni , Emanuele Parisi , Riccardo Tedeschi , Davide Rossi , Andrea Acquaviva , Andrea Bartolini

Multiple federated learning (FL) methods are proposed for traffic flow forecasting (TFF) to avoid heavy-transmission and privacy-leaking concerns resulting from the disclosure of raw data in centralized methods. However, these FL methods…

Machine Learning · Computer Science 2024-11-22 Qingxiang Liu , Sheng Sun , Yuxuan Liang , Xiaolong Xu , Min Liu , Muhammad Bilal , Yuwei Wang , Xujing Li , Yu Zheng