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Honeypots are designed to trap the attacker with the purpose of investigating its malicious behavior. Owing to the increasing variety and sophistication of cyber attacks, how to capture high-quality attack data has become a challenge in the…

Cryptography and Security · Computer Science 2024-02-12 Wenjun Fan , Zhihui Du , Max Smith-Creasey , David Fernández

Security has become ubiquitous in every domain today as newly emerging malware pose an ever-increasing perilous threat to systems. Consequently, honeypots are fast emerging as an indispensible forensic tool for the analysis of malicious…

Networking and Internet Architecture · Computer Science 2009-12-14 Shishir Kumar , Durgesh Pant

One of the widely used cyber deception techniques is decoying, where defenders create fictitious machines (i.e., honeypots) to lure attackers. Honeypots are deployed to entice attackers, but their effectiveness depends on their…

Cryptography and Security · Computer Science 2021-08-26 Palvi Aggarwal , Yinuo Du , Kuldeep Singh , Cleotilde Gonzalez

Honeypots are used in IT Security to detect and gather information about ongoing intrusions, e.g., by documenting the approach of an attacker. Honeypots do so by presenting an interactive system that seems just like a valid application to…

Cryptography and Security · Computer Science 2015-07-14 Christoph Pohl , Michael Meier , Hans-Joachim Hof

Computer security has been plagued by increasing formidable, dynamic, hard-to-detect, hard-to-predict, and hard-to-characterize hacking techniques. Such techniques are very often deployed in self-propagating worms capable of automatically…

Cryptography and Security · Computer Science 2021-04-22 Valentino Crespi , Wes Hardaker , Sami Abu-El-Haija , Aram Galstyan

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

Honeypot is an important cyber defense technique that can expose attackers new attacks. However, the effectiveness of honeypots has not been systematically investigated, beyond the rule of thumb that their effectiveness depends on how they…

Cryptography and Security · Computer Science 2024-01-15 Md Mahabub Uz Zaman , Liangde Tao , Mark Maldonado , Chang Liu , Ahmed Sunny , Shouhuai Xu , Lin Chen

The scarcity of real-world attack data significantly hinders progress in cybersecurity research and education. Although honeypots like Cowrie effectively collect live threat intelligence, they generate overwhelming volumes of unstructured…

Cryptography and Security · Computer Science 2025-09-09 Enis Karaarslan , Esin Güler , Efe Emir Yüce , Cagatay Coban

The numbers of the botnet attacks are increasing day by day and the detection of botnet spreading in the network has become very challenging. Bots are having specific characteristics in comparison of normal malware as they are controlled by…

Cryptography and Security · Computer Science 2013-03-14 S. Kumar , R. Sehgal , P. Singh , Ankit Chaudhary

Since honeypots first appeared as an advanced network security concept they suffer from poor deployment and maintenance strategies. State-of-the-Art deployment is a manual process in which the honeypot needs to be configured and maintained…

Cryptography and Security · Computer Science 2021-11-09 Daniel Fraunholz , Marc Zimmermann , Hans D. Schotten

Machine learning models have been widely adopted in several fields. However, most recent studies have shown several vulnerabilities from attacks with a potential to jeopardize the integrity of the model, presenting a new window of research…

Cryptography and Security · Computer Science 2022-02-23 Miguel A. Ramirez , Song-Kyoo Kim , Hussam Al Hamadi , Ernesto Damiani , Young-Ji Byon , Tae-Yeon Kim , Chung-Suk Cho , Chan Yeob Yeun

The Internet Threat Monitoring (ITM) is an efficient monitoring system used globally to measure, detect, characterize and track threats such as denial of service (DoS) and distributed Denial of Service (DDoS) attacks and worms. . To block…

Networking and Internet Architecture · Computer Science 2012-02-22 K. Munivara Prasad , A. Rama Mohan Reddy , V Jyothsna

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

A honeypot, which is a kind of deception strategy, has been widely used for at least 20 years to mitigate cyber threats. Decision-makers have believed that honeypot strategies are intuitive and effective, since honeypots have successfully…

Cryptography and Security · Computer Science 2022-11-01 Suhyeon Lee , Kwangsoo Cho , Seungjoo Kim

Network forensics deals with the capture, recording and analysis of network events in order to discover evidential information about the source of security attacks in a court of law. This paper discusses the different tools and techniques…

Networking and Internet Architecture · Computer Science 2010-07-15 Natarajan Meghanathan , Sumanth Reddy Allam , Loretta A. Moore

Intrusion research frequently collects data on attack techniques currently employed and their potential symptoms. This includes deploying honeypots, logging events from existing devices, employing a red team for a sample attack campaign, or…

Cryptography and Security · Computer Science 2023-10-23 Kate Highnam , Zach Hanif , Ellie Van Vogt , Sonali Parbhoo , Sergio Maffeis , Nicholas R. Jennings

Machine Learning is becoming a pivotal aspect of many systems today, offering newfound performance on classification and prediction tasks, but this rapid integration also comes with new unforeseen vulnerabilities. To harden these systems…

Cryptography and Security · Computer Science 2022-02-22 Ahmed Abdou , Ryan Sheatsley , Yohan Beugin , Tyler Shipp , Patrick McDaniel

Industrial Control Systems (ICS) are extensively used in critical infrastructures ensuring efficient, reliable, and continuous operations. However, their increasing connectivity and addition of advanced features make them vulnerable to…

Cryptography and Security · Computer Science 2025-05-20 Christoforos Vasilatos , Dunia J. Mahboobeh , Hithem Lamri , Manaar Alam , Michail Maniatakos

Cyber threats, such as advanced persistent threats (APTs), ransomware, and zero-day exploits, are rapidly evolving and demand improved security measures. Honeypots and honeynets, as deceptive systems, offer valuable insights into attacker…

Cryptography and Security · Computer Science 2023-07-21 Jason M. Pittman , Shaho Alaee

Attacks powered by Large Language Model (LLM) agents represent a growing threat to modern cybersecurity. To address this concern, we present LLM Honeypot, a system designed to monitor autonomous AI hacking agents. By augmenting a standard…

Cryptography and Security · Computer Science 2025-02-12 Reworr , Dmitrii Volkov