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Existing anti-malware software and reverse engineering toolkits struggle with stealthy sub-OS rootkits due to limitations of run-time kernel-level monitoring. A malicious kernel-level driver can bypass OS-level anti-virus mechanisms easily.…

This paper investigates the challenging task of detecting backdoored text-to-image models under black-box settings and introduces a novel detection framework BlackMirror. Existing approaches typically rely on analyzing image-level…

Computer Vision and Pattern Recognition · Computer Science 2026-03-09 Feiran Li , Qianqian Xu , Shilong Bao , Zhiyong Yang , Xilin Zhao , Xiaochun Cao , Qingming Huang

Rogue base stations are an effective attack vector. Cellular basebands represent a critical part of the smartphone's security: they parse large amounts of data even before authentication. They can, therefore, grant an attacker a very…

Cryptography and Security · Computer Science 2020-05-19 Dominik Maier , Lukas Seidel , Shinjo Park

Security experts reverse engineer (decompile) binary code to identify critical security vulnerabilities. The limited access to source code in vital systems - such as firmware, drivers, and proprietary software used in Critical…

Cryptography and Security · Computer Science 2024-11-08 Dylan Manuel , Nafis Tanveer Islam , Joseph Khoury , Ana Nunez , Elias Bou-Harb , Peyman Najafirad

As the Internet of Things (IoT) continues to evolve, smartphones have become essential components of IoT systems. However, with the increasing amount of personal information stored on smartphones, user privacy is at risk of being…

Cryptography and Security · Computer Science 2023-07-26 Quancheng Wang , Ming Tang , Jianming Fu

With the increasing user base of Android devices and advent of technologies such as Internet Banking, delicate user data is prone to be misused by malware and spyware applications. As the app developer community increases, the quality…

Cryptography and Security · Computer Science 2018-06-19 Dhruv Rathi , Rajni Jindal

Wireless chips and interfaces expose a substantial remote attack surface. As of today, most cellular baseband security research is performed on the Android ecosystem, leaving a huge gap on Apple devices. With iOS jailbreaks, last-generation…

Cryptography and Security · Computer Science 2026-04-28 Tobias Kröll , Stephan Kleber , Frank Kargl , Matthias Hollick , Jiska Classen

IoT security and privacy has raised grave concerns. Efforts have been made to design tools to identify and understand vulnerabilities of IoT systems. Most of the existing protocol security analysis techniques rely on a well understanding of…

Cryptography and Security · Computer Science 2020-07-27 Kaizheng Liu , Ming Yang , Zhen Ling , Huaiyu Yan , Yue Zhang , Xinwen Fu , Wei Zhao

Embedded systems are ubiquitous. However, physical access of users and likewise attackers makes them often threatened by fault attacks: a single fault during the computation of a cryptographic primitive can lead to a total loss of system…

Cryptography and Security · Computer Science 2021-05-31 Max Hoffmann , Falk Schellenberg , Christof Paar

This study addresses the challenge of reverse engineering binaries from unknown instruction set architectures, a complex task with potential implications for software maintenance and cyber-security. We focus on the tasks of detecting…

Cryptography and Security · Computer Science 2024-01-17 Håvard Pettersen , Donn Morrison

Android malware detectors built with machine learning often suffer from temporal bias: models are trained and evaluated without respecting apps' actual release times, inflating accuracy and weakening real-world robustness. We address this…

Cryptography and Security · Computer Science 2026-04-28 Annan Fu , Hao Pei , Maryam Tanha

In Android, communications between apps and system services are supported by a transaction-based Inter-Process Communication (IPC) mechanism. Binder, as the cornerstone of this IPC mechanism, separates two communicating parties as client…

Cryptography and Security · Computer Science 2016-04-26 Huan Feng , Kang G. Shin

Bluetooth is one of the most established technologies for short range digital wireless data transmission. With the advent of wearables and the Internet of Things (IoT), Bluetooth has again gained importance, which makes security research…

Cryptography and Security · Computer Science 2019-05-03 Dennis Mantz , Jiska Classen , Matthias Schulz , Matthias Hollick

The Branch Target Buffer (BTB) plays a critical role in efficient CPU branch prediction. Understanding the design and implementation of the BTB provides valuable insights for both compiler design and the mitigation of hardware attacks such…

Hardware Architecture · Computer Science 2024-12-10 Junpeng Wan

Machine learning-based Android malware detectors often fail in real-world deployment due to domain shift, where models trained on one data source perform poorly on applications from another. This paper presents a comprehensive study on the…

Machine Learning · Computer Science 2026-05-15 Md Rafid Islam

Recent high-profile attacks on the Internet of Things (IoT) have brought to the forefront the vulnerability of "smart" devices, and have resulted in numerous IoT-focused security analyses. Many of the attacks had weak device configuration…

Cryptography and Security · Computer Science 2021-05-10 Pallavi Sivakumaran , Jorge Blasco

In recent years, there has been a growing focus on scrutinizing the security of cellular networks, often attributing security vulnerabilities to issues in the underlying protocol design descriptions. These protocol design specifications,…

Cryptography and Security · Computer Science 2024-07-19 Mirza Masfiqur Rahman , Imtiaz Karim , Elisa Bertino

With current tools and technology, someone who has physical access to a chip can extract the detailed layout of the integrated circuit (IC). By using advanced visual imaging techniques, reverse engineering can reveal details that are meant…

Cryptography and Security · Computer Science 2016-05-04 Maria I. Mera Collantes , Mohamed El Massad , Siddharth Garg

Existing countermeasures for hardware IP protection, such as obfuscation, camouflaging, and redaction, aim to defend against confidentiality and integrity attacks. However, within the current threat model, these techniques overlook the…

Cryptography and Security · Computer Science 2025-01-22 Aritra Dasgupta , Sudipta Paria , Christopher Sozio , Andrew Lukefahr , Swarup Bhunia

Reverse engineering of unknown network protocols based on recorded traffic traces enables security analyses and debugging of undocumented network services. In particular for binary protocols, existing approaches (1) lack comprehensive…

Cryptography and Security · Computer Science 2023-01-11 Stephan Kleber , Milan Stute , Matthias Hollick , Frank Kargl
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