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Honeypots are a well-studied defensive measure in network security. This work proposes an effective low-cost honeypot that is easy to deploy and maintain. The honeypot introduced in this work is able to handle commands in a non-standard way…

Cryptography and Security · Computer Science 2021-01-07 Daniel Schneider , Daniel Fraunholz , Daniel Krohmer

In this paper, we revisit the use of honeypots for detecting reflective amplification attacks. These measurement tools require careful design of both data collection and data analysis including cautious threshold inference. We survey common…

Cryptography and Security · Computer Science 2024-05-07 Marcin Nawrocki , John Kristoff , Raphael Hiesgen , Chris Kanich , Thomas C. Schmidt , Matthias Wählisch

With the rapid growth of Internet of Things (IoT) devices, it is imperative to proactively understand the real-world cybersecurity threats posed to them. This paper describes our initial efforts towards building a honeypot ecosystem as a…

Cryptography and Security · Computer Science 2020-03-04 Armin Ziaie Tabari , Xinming Ou

A recent defense proposes to inject "honeypots" into neural networks in order to detect adversarial attacks. We break the baseline version of this defense by reducing the detection true positive rate to 0\% and the detection AUC to 0.02,…

Cryptography and Security · Computer Science 2020-09-24 Nicholas Carlini

Advanced persistent threats (APTs) are stealthy attacks which make use of social engineering and deception to give adversaries insider access to networked systems. Against APTs, active defense technologies aim to create and exploit…

Cryptography and Security · Computer Science 2019-01-24 Jeffrey Pawlick , Thi Thu Hang Nguyen , Edward Colbert , Quanyan Zhu

In recent years, cyber-physical system (CPS) security as applied to robotic systems has become a popular research area. Mainly because robotics systems have traditionally emphasized the completion of a specific objective and lack security…

Cryptography and Security · Computer Science 2019-05-30 Celine Irvene , David Formby , Raheem Beyah

Industrial Control Systems (ICS) constitute the backbone of contemporary industrial operations, ranging from modest heating, ventilation, and air conditioning systems to expansive national power grids. Given their pivotal role in critical…

Cryptography and Security · Computer Science 2024-04-09 Luís Sousa , José Cecílio , Pedro Ferreira , Alan Oliveira

Industrial Operational Technology (OT) systems are increasingly targeted by cyber-attacks due to their integration with Information Technology (IT) systems in the Industry 4.0 era. Besides intrusion detection systems, honeypots can…

Networking and Internet Architecture · Computer Science 2024-10-30 Olaf Sassnick , Georg Schäfer , Thomas Rosenstatter , Stefan Huber

The growing number of Internet of Things (IoT) devices makes it imperative to be aware of the real-world threats they face in terms of cybersecurity. While honeypots have been historically used as decoy devices to help…

Cryptography and Security · Computer Science 2021-12-22 Armin Ziaie Tabari , Xinming Ou , Anoop Singhal

The exponential growth of Internet traffic has made public servers increasingly vulnerable to unauthorized accesses and intrusions. In addition to maintaining low latency for the client, filtering unauthorized accesses has become one of the…

Cryptography and Security · Computer Science 2009-06-30 Ram Kumar Singh , Prof. T. Ramajujam

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

The convergence of information and operational technology networks has created previously unforeseen security issues. To address these issues, both researchers and practitioners have integrated threat intelligence methods into the security…

Cryptography and Security · Computer Science 2024-10-24 Jacob Williams , Matthew Edwards , Joseph Gardiner

Honeypots are a deceptive technology used to capture malicious activity. The technology is useful for studying attacker behavior, tools, and techniques but can be difficult to implement and maintain. Historically, a lack of measures of…

Cryptography and Security · Computer Science 2020-11-03 Jason M. Pittman , Kyle Hoffpauir , Nathan Markle

Honeypot technologies provide an effective defense strategy for the Industrial Internet of Things (IIoT), particularly in enhancing the Advanced Metering Infrastructure's (AMI) security by bolstering the network intrusion detection system.…

Networking and Internet Architecture · Computer Science 2024-07-04 Abdullatif Albaseer , Nima Abdi , Mohamed Abdallah , Marwa Qaraqe , Saif Alkuwari

Detecting cyber attacks in the network environments used by Internet-of-things (IoT) and preventing them from causing physical perturbations play an important role in delivering dependable services. To achieve this goal, we propose…

Cryptography and Security · Computer Science 2019-06-03 Hui Lin

In this paper, we propose a planning framework to generate a defense strategy against an attacker who is working in an environment where a defender can operate without the attacker's knowledge. The objective of the defender is to covertly…

Artificial Intelligence · Computer Science 2023-04-07 Brittany Cates , Anagha Kulkarni , Sarath Sreedharan

Deep neural networks (DNNs) have been widely used in many artificial intelligence (AI) tasks. However, deploying them brings significant challenges due to the huge cost of memory, energy, and computation. To address these challenges,…

Machine Learning · Computer Science 2024-05-13 Xue Geng , Zhe Wang , Chunyun Chen , Qing Xu , Kaixin Xu , Chao Jin , Manas Gupta , Xulei Yang , Zhenghua Chen , Mohamed M. Sabry Aly , Jie Lin , Min Wu , Xiaoli Li

Introduced by Juels and Rivest in 2013, Honeywords, which are decoy passwords stored alongside a real password, appear to be a proactive method to help detect password credentials misuse. However, despite over a decade of research, this…

Cryptography and Security · Computer Science 2025-10-28 Sudiksha Das , Ashish Kundu

With the rapid development of Internet and the sharp increase of network crime, network security has become very important and received a lot of attention. We model security issues as stochastic systems. This allows us to find weaknesses in…

Cryptography and Security · Computer Science 2018-06-26 Lu Yu , Richard R. Brooks

The incremental diffusion of machine learning algorithms in supporting cybersecurity is creating novel defensive opportunities but also new types of risks. Multiple researches have shown that machine learning methods are vulnerable to…

Cryptography and Security · Computer Science 2021-06-18 Giovanni Apruzzese , Mauro Andreolini , Luca Ferretti , Mirco Marchetti , Michele Colajanni