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Backdoor attacks threaten Deep Neural Networks (DNNs). Towards stealthiness, researchers propose clean-label backdoor attacks, which require the adversaries not to alter the labels of the poisoned training datasets. Clean-label settings…

密码学与安全 · 计算机科学 2022-06-13 Nan Luo , Yuanzhang Li , Yajie Wang , Shangbo Wu , Yu-an Tan , Quanxin Zhang

Active re-identification attacks pose a serious threat to privacy-preserving social graph publication. Active attackers create fake accounts to build structural patterns in social graphs which can be used to re-identify legitimate users on…

社会与信息网络 · 计算机科学 2020-09-15 Xihui Chen , Ema Këpuska , Sjouke Mauw , Yunior Ramírez-Cruz

With the rapid growth of mobile applications and cloud computing, mobile cloud computing has attracted great interest from both academia and industry. However, mobile cloud applications are facing security issues such as data integrity,…

密码学与安全 · 计算机科学 2017-12-19 Khoi Khac Nguyen , Dinh Thai Hoang , Dusit Niyato , Ping Wang , Diep Nguyen , Eryk Dutkiewicz

Despite the fact that cyberattacks are constantly growing in complexity, the research community still lacks effective tools to easily monitor and understand them. In particular, there is a need for techniques that are able to not only track…

密码学与安全 · 计算机科学 2019-05-30 Yun Shen , Gianluca Stringhini

In the dynamic landscape of large enterprise cybersecurity, accurately and efficiently correlating billions of security alerts into comprehensive incidents is a substantial challenge. Traditional correlation techniques often struggle with…

密码学与安全 · 计算机科学 2024-06-05 Scott Freitas , Amir Gharib

Targeted attacks against network infrastructure are notoriously difficult to guard against. In the case of communication networks, such attacks can leave users vulnerable to censorship and surveillance, even when cryptography is used. Much…

密码学与安全 · 计算机科学 2017-04-11 Edward L. Platt , Daniel M. Romero

Emerging cyber-physical systems incorporate systems of systems that have functional interdependencies. With the increase in complexity of the cyber-physical systems, the attack surface also expands, making cyber-physical systems more…

系统与控制 · 电气工程与系统科学 2024-12-20 Yahya Javed , Muhamad Felemban , Tawfeeq Shawly , Jason Kobes , Arif Ghafoor

The rise of cyber threats on critical infrastructure and its potential for devastating consequences, has significantly increased. The dependency of new power grid technology on information, data analytic and communication systems make the…

密码学与安全 · 计算机科学 2023-03-28 Hossein Rahimpour , Joe Tusek , Alsharif Abuadbba , Aruna Seneviratne , Toan Phung , Ahmed Musleh , Boyu Liu

In this age of digitalization, Internet services face more attacks than ever. An attacker's objective is to exploit systems and use them for malicious purposes. Such efforts are rising as vulnerable systems can be discovered and compromised…

密码学与安全 · 计算机科学 2024-07-18 Stefan Machmeier

Deceptive elements, including honeypots and decoys, were incorporated into the Microsoft CyberBattleSim experimentation and research platform. The defensive capabilities of the deceptive elements were tested using reinforcement learning…

密码学与安全 · 计算机科学 2021-09-01 Erich Walter , Kimberly Ferguson-Walter , Ahmad Ridley

Automated surveillance is essential for the protection of Critical Infrastructures (CIs) in future Smart Cities. The dynamic environments and bandwidth requirements demand systems that adapt themselves to react when events of interest…

计算机视觉与模式识别 · 计算机科学 2020-12-01 Juan Isern , Francisco Barranco , Daniel Deniz , Juho Lesonen , Jari Hannuksela , Richard R. Carrillo

One of the significant challenges that smart grid networks face is cyber-security. Several studies have been conducted to highlight those security challenges. However, the majority of these surveys classify attacks based on the security…

密码学与安全 · 计算机科学 2022-07-19 Tala Talaei Khoei , Hadjar Ould Slimane , Naima Kaabouch

The mass integration and deployment of intelligent technologies within critical commercial, industrial and public environments have a significant impact on business operations and society as a whole. Though integration of these critical…

密码学与安全 · 计算机科学 2020-04-07 Fahad Siddiqui , Matthew Hagan , Sakir Sezer

Deception technology has proven to be a sound approach against threats to information systems. Aside from well-established honeypots, decoy elements, also known as honeytokens, are an excellent method to address various types of threats.…

密码学与安全 · 计算机科学 2021-04-09 Daniel Reti , Daniel Fraunholz , Janis Zemitis , Daniel Schneider , Hans Dieter Schotten

Cyber-physical microgrids are vulnerable to rootkit attacks that manipulate system dynamics to create instabilities in the network. Rootkits tend to hide their access level within microgrid system components to launch sudden attacks that…

密码学与安全 · 计算机科学 2023-06-28 Suman Rath , Tapadhir Das , Shamik Sengupta

Cyber adversaries have increasingly leveraged social engineering attacks to breach large organizations and threaten the well-being of today's online users. One clever technique, the "watering hole" attack, compromises a legitimate website…

密码学与安全 · 计算机科学 2020-02-19 Zheyuan Ryan Shi , Aaron Schlenker , Brian Hay , Daniel Bittleston , Siyu Gao , Emily Peterson , John Trezza , Fei Fang

Cyber threat intelligence (CTI) is essential for effective system defense. CTI is a collection of information about current or past threats to a computer system. This information is gathered by an agent through observation, or based on a…

密码学与安全 · 计算机科学 2025-04-03 Laurent Bobelin , Sabine Frittella , Mariam Wehbe

State estimation estimates the system condition in real-time and provides a base case for other energy management system (EMS) applications including real-time contingency analysis and security-constrained economic dispatch. Recent work in…

系统与控制 · 计算机科学 2019-12-02 Xingpeng Li , Kory W. Hedman

Statistical approaches to cyber-security involve building realistic probability models of computer network data. In a data pre-processing phase, separating automated events from those caused by human activity should improve statistical…

应用统计 · 统计学 2017-07-04 Matthew Price-Williams , Nick Heard , Melissa Turcotte

While the digitization of power distribution grids brings many benefits, it also introduces new vulnerabilities for cyber-attacks. To maintain secure operations in the emerging threat landscape, detecting and implementing countermeasures…

密码学与安全 · 计算机科学 2021-10-06 Ömer Sen , Dennis van der Velde , Sebastian N. Peters , Martin Henze