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The disclosure of the Log4Shell vulnerability in December 2021 led to an unprecedented wave of global scanning and exploitation activity. A recent study provided important initial insights, but was largely limited in duration and geography,…

Cryptography and Security · Computer Science 2026-05-19 Aakash Singh , Kuldeep Singh Yadav , V. Anil Kumar , Samiran Ghosh , Pranita Baro , Basavala Bhanu Prasanth

The critical remote-code-execution (RCE) Log4Shell is a severe vulnerability that was disclosed to the public on December 10, 2021. It exploits a bug in the wide-spread Log4j library. Any service that uses the library and exposes an…

Cryptography and Security · Computer Science 2022-06-08 Raphael Hiesgen , Marcin Nawrocki , Thomas C. Schmidt , Matthias Wählisch

Active measurements can be used to collect server characteristics on a large scale. This kind of metadata can help discovering hidden relations and commonalities among server deployments offering new possibilities to cluster and classify…

Networking and Internet Architecture · Computer Science 2023-08-31 Markus Sosnowski , Johannes Zirngibl , Patrick Sattler , Georg Carle , Claas Grohnfeldt , Michele Russo , Daniele Sgandurra

Network telescopes serve as a critical passive monitoring tool for capturing unsolicited Internet traffic, providing insights into global scanning and reconnaissance behavior. This study analyzes a 10-day dataset during January 2025…

Cryptography and Security · Computer Science 2026-05-05 Shereen Ismail , Taelyn Dyer , Raul Martinez , Garrett Gastman , Yozelyn Chavez , Asma Jodeiri Akbarfam

This paper presents an initial longitudinal analysis of unsolicited Internet traffic collected between 2005 and 2025 by one of the largest and most persistent network telescopes in the United States, operated by Merit Network. The dataset…

Social and Information Networks · Computer Science 2025-10-30 Shereen Ismail , Eman Hammad , William Hatcher , Salah Dandan , Ammar Alomari , Michael Spratt

With the increasing concern for security in the network, many approaches are laid out that try to protect the network from unauthorised access. New methods have been adopted in order to find the potential discrepancies that may damage the…

Cryptography and Security · Computer Science 2014-03-28 Sheetal Bairwa , Bhawna Mewara , Jyoti Gajrani

Large-scale Internet scans are a common method to identify victims of a specific attack. Stateless scanning like in ZMap has been established as an efficient approach to probing at Internet scale. Stateless scans, however, need a second…

Cryptography and Security · Computer Science 2021-10-12 Raphael Hiesgen , Marcin Nawrocki , Alistair King , Alberto Dainotti , Thomas C. Schmidt , Matthias Wählisch

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…

Cryptography and Security · Computer Science 2019-05-30 Yun Shen , Gianluca Stringhini

Aggressive network scanners, i.e., ones with immoderate and persistent behaviors, ubiquitously search the Internet to identify insecure and publicly accessible hosts. These scanners generally lie within two main categories; i) benign…

Networking and Internet Architecture · Computer Science 2023-05-15 Aniket Anand , Michalis Kallitsis , Jackson Sippe , Alberto Dainotti

Cybersecurity practices require effort to be maintained, and one weakness is a lack of awareness regarding potential attacks not only in the usage of machine learning models, but also in their development process. Previous studies have…

Human-Computer Interaction · Computer Science 2024-08-15 Devon A. Kelly , Sarah A. Flanery , Christiana Chamon

End-to-end encryption (E2EE) by messaging platforms enable people to securely and privately communicate with one another. Its widespread adoption however raised concerns that illegal content might now be shared undetected. Following the…

Cryptography and Security · Computer Science 2022-08-03 Shubham Jain , Ana-Maria Cretu , Yves-Alexandre de Montjoye

As IPv6 deployment accelerates, understanding the evolving security posture of network peripheries becomes increasingly important. A DSN 2021 study introduced the first large-scale discovery of IPv6 network peripheries, uncovering risks…

Networking and Internet Architecture · Computer Science 2026-04-23 Zixuan Xie , Zitao Yang , Shurui Fang , Zhaoyang Li , Wenxing Xie , Nannan Fu , Liangyu Dong , Xiang Li

Network operators and system administrators are increasingly overwhelmed with incessant cyber-security threats ranging from malicious network reconnaissance to attacks such as distributed denial of service and data breaches. A large number…

Cryptography and Security · Computer Science 2023-06-23 Rafail Kartsioukas , Rajat Tandon , Zheng Gao , Jelena Mirkovic , Michalis Kallitsis , Stilian Stoev

Webshell attacks are becoming more common, requiring robust detection mechanisms to protect web applications. The dissertation clearly states two research directions: scanning web application source code and analyzing HTTP traffic to detect…

Cryptography and Security · Computer Science 2024-12-10 Ha L. Viet , On V. Phung , Hoa N. Nguyen

Vulnerability detection tools are widely adopted in software projects, yet they often overwhelm maintainers with false positives and non-actionable reports. Automated exploitation systems can help validate these reports; however, existing…

Cryptography and Security · Computer Science 2026-02-17 Amirali Sajadi , Tu Nguyen , Kostadin Damevski , Preetha Chatterjee

Complex multi-step attacks have caused significant damage to numerous critical infrastructures. To detect such attacks, graph neural network based methods have shown promising results by modeling the system's events as a graph. However,…

Cryptography and Security · Computer Science 2024-06-17 Wei Liu , Peng Gao , Haotian Zhang , Ke Li , Weiyong Yang , Xingshen Wei , Jiwu Shu

Aligning autonomous agents with human intent remains a central challenge in modern AI. A key manifestation of this challenge is reward hacking, whereby agents appear successful under the evaluation signal while violating the intended…

Machine Learning · Computer Science 2026-05-21 Amit Roth , Ankur Samanta , Matan Halevy , Yoav Levine , Yonathan Efroni

Within 1-2 decades, quantum computers may become powerful enough to break current public-key cryptography, prompting authorities such as the IETF and NIST to push for adopting quantum-resistant cryptography (QRC) in ecosystems like Internet…

Networking and Internet Architecture · Computer Science 2025-10-07 Geoff Twardokus , William Joslin , Hanif Rahbari , William Layton

In the raise of many global organizations deploying their data centers and content services in India, the prefix reachability performance study from global destinations garners our attention. The events such as failures and attacks…

Networking and Internet Architecture · Computer Science 2013-06-28 S. P. Meenakshi , S. V. Raghavan

Understanding the properties exhibited by large scale network probing traffic would improve cyber threat intelligence. In addition, the prediction of probing rates is a key feature for security practitioners in their endeavors for making…

Cryptography and Security · Computer Science 2019-04-30 Mehdi Zakroum , Abdellah Houmz , Mounir Ghogho , Ghita Mezzour , Abdelkader Lahmadi , Jérôme François , Mohammed El Koutbi
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