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In the field of natural language processing, the prevalent approach involves fine-tuning pretrained language models (PLMs) using local samples. Recent research has exposed the susceptibility of PLMs to backdoor attacks, wherein the…

Machine Learning · Computer Science 2023-10-31 Ruixiang Tang , Jiayi Yuan , Yiming Li , Zirui Liu , Rui Chen , Xia Hu

Industrial Internet of Things (I-IoT) enables fully automated production systems by continuously monitoring devices and analyzing collected data. Machine learning methods are commonly utilized for data analytics in such systems.…

Cryptography and Security · Computer Science 2022-03-17 Onat Gungor , Tajana Rosing , Baris Aksanli

Industrial Control Systems (ICS) rely heavily on Programmable Logic Controllers (PLCs) to manage critical infrastructure, yet analyzing PLC executables remains challenging due to diverse proprietary compilers and limited access to source…

Software Engineering · Computer Science 2025-02-28 Yonatan Gizachew Achamyeleh , Shih-Yuan Yu , Gustavo Quirós Araya , Mohammad Abdullah Al Faruque

High-Level Synthesis (HLS) has transformed the development of complex Hardware IPs (HWIP) by offering abstraction and configurability through languages like SystemC/C++, particularly for Field Programmable Gate Array (FPGA) accelerators in…

Cryptography and Security · Computer Science 2024-05-31 Mukta Debnath , Animesh Basak Chowdhury , Debasri Saha , Susmita Sur-Kolay

Cyber-attacks on Industrial Automation and Control Systems (IACS) are rising in numbers and sophistication. Embedded controller devices such as Programmable Logic Controllers (PLCs), which are central to controlling physical processes, must…

Cryptography and Security · Computer Science 2021-04-20 Awais Tanveer , Roopak Sinha , Stephen G. MacDonell

Industrial Control System (ICS) networks transmit control and monitoring data in critical environments such as smart grid. Cyber attacks on smart grid communication may cause fatal consequences on energy production, distribution, and…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-08-31 Nelson Makau Mutua , Petr Matoušek

High-risk industries like nuclear and aviation use real-time monitoring to detect dangerous system conditions. Similarly, Large Language Models (LLMs) need monitoring safeguards. We propose a real-time framework to predict harmful AI…

Artificial Intelligence · Computer Science 2025-05-21 Maheep Chaudhary , Fazl Barez

Large language models (LLMs) are increasingly vulnerable to multi-turn jailbreak attacks, where adversaries iteratively elicit harmful behaviors that bypass single-turn safety filters. Existing defenses predominantly rely on passive…

Cryptography and Security · Computer Science 2025-10-20 ChenYu Wu , Yi Wang , Yang Liao

The growing system complexity from microservice architectures and the bilateral enhancement of artificial intelligence (AI) for both attackers and defenders presents increasing security challenges for cloud-native operations. In particular,…

Cryptography and Security · Computer Science 2024-03-05 Yikuan Yan , Keman Huang , Michael Siegel

The Internet of Things connects a plethora of smart devices globally across various applications like smart cities, autonomous vehicles and health monitoring. Simulation plays a key role in the testing of IoT systems, noting that field…

Software Engineering · Computer Science 2024-06-05 Jia Li , Behrad Moeini , Shiva Nejati , Mehrdad Sabetzadeh , Michael McCallen

As new technologies such as the Internet of Things (IoT) are integrated into Critical National Infrastructures (CNI), new cybersecurity threats emerge that require specific security solutions. Approaches used for analysis include the…

Cryptography and Security · Computer Science 2019-04-03 Uchenna D Ani , Jeremy D McK. Watson , Jason R. C. Nurse , Al Cook , Carsten Maple

Traditionally, industrial control systems (ICS) were designed without security in mind, prioritizing availability and real-time communication. As these systems increasingly become targets of powerful adversaries, security can no longer be…

Cryptography and Security · Computer Science 2026-04-14 Stefan Lenz , Sotiris Michaelides , Moritz Rickert , Jonas Holtwick , Martin Henze

Programmable logic controllers (PLCs) are crucial devices for implementing automated control in various industrial control systems (ICS), such as smart power grids, water treatment systems, manufacturing, and transportation systems. Owing…

Cryptography and Security · Computer Science 2024-03-11 Zhiang Li , Daisuke Mashima , Wen Shei Ong , Ertem Esiner , Zbigniew Kalbarczyk , Ee-Chien Chang

The complexity and scale of Internet attacks call for distributed, cooperative observatories capable of monitoring malicious traffic across diverse networks. Holoscope is a lightweight, cloud-native platform designed to simplify the…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-12-24 Andrea Sordello , Marco Mellia , Idilio Drago , Rodolfo Valentim , Francesco Musumeci , Massimo Tornatore , Federico Cerutti , Martino Trevisan , Alessio Botta , Willen Borges Coelho

Cyber Security is a critical topic for organizations with IT/OT networks as they are always susceptible to attack, whether insider or outsider. Since the cyber landscape is an ever-evolving scenario, one must keep upgrading its security…

Cryptography and Security · Computer Science 2022-09-30 Upendra Bartwal , Subhasis Mukhopadhyay , Rohit Negi , Sandeep Shukla

Closed-loop control systems employ continuous sensing and actuation to maintain controlled variables within preset bounds and achieve the desired system output. Intentional disturbances in the system, such as in the case of cyberattacks,…

Systems and Control · Electrical Eng. & Systems 2021-06-21 Vuk Lesi , Marcio Juliato , Shabbir Ahmed , Christopher Gutierrez , Qian Wang , Manoj Sastry

The development of Industrial Internet of Things systems (IIoT) requires tools robust enough to cope with the complexity and heterogeneity of such systems, which are supposed to work in safety-critical conditions. The availability of…

Software Engineering · Computer Science 2021-06-04 Felicien Ihirwe , Davide Di Ruscio , Silvia Mazzini , Alfonso Pierantonio

Integrated sensing and communication (ISAC) has become a crucial technology in the development of next-generation wireless communication systems. The integration of communication and sensing functionalities on a unified spectrum and…

Signal Processing · Electrical Eng. & Systems 2026-02-06 Toshiki Matsumine , Hideki Ochiai , Junji Shikata

The integration of Internet of Things (IoT) applications in our daily lives has led to a surge in data traffic, posing significant security challenges. IoT applications using cloud and edge computing are at higher risk of cyberattacks…

Cryptography and Security · Computer Science 2024-05-01 Afsaneh Mahanipour , Hana Khamfroush

With ever-expanding computation and communication capabilities of modern embedded platforms, Internet of Things (IoT) technologies enable development of Reconfigurable Manufacturing Systems---a new generation of highly modularized…

Systems and Control · Electrical Eng. & Systems 2020-06-02 Vuk Lesi , Zivana Jakovljevic , Miroslav Pajic