Christian Wressnegger

Proc. Priv. Enhancing Technol., January, 2024

2023

Lessons Learned on Machine Learning for Computer Security.

[BibT_eX]

[DOI]

Lorenzo Cavallaro

IEEE Secur. Priv., 2023

Randomness is the Root of All Evil: More Reliable Evaluation of Deep Active Learning.

[BibT_eX]

[DOI]

Yilin Ji

Daniel Kästner

Oliver Wirth

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Disguising Attacks with Explanation-Aware Backdoors.

[BibT_eX]

[DOI]

Lukas Peter

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Machine Unlearning of Features and Labels.

[BibT_eX]

[DOI]

Lukas Pirch

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

Load-and-Act: Increasing Page Coverage of Web Applications.

[BibT_eX]

[DOI]

Nico Weidmann

Thomas Barber

Proceedings of the Information Security - 26th International Conference, 2023

On the Similarity of Web Measurements Under Different Experimental Setups.

[BibT_eX]

[DOI]

Nurullah Demir

Jan Hörnemann

Matteo Große-Kampmann

Tobias Urban

Norbert Pohlmann

Thorsten Holz

Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

Holistic Adversarially Robust Pruning.

[BibT_eX]

[DOI]

Qi Zhao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Poster: Fooling XAI with Explanation-Aware Backdoors.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Backdooring Explainable Machine Learning.

[BibT_eX]

[DOI]

Lukas Peter

CoRR, 2022

Reproducibility and Replicability of Web Measurement Studies.

[BibT_eX]

[DOI]

Nurullah Demir

Matteo Große-Kampmann

Tobias Urban

Thorsten Holz

Norbert Pohlmann

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Dos and Don'ts of Machine Learning in Computer Security.

[BibT_eX]

[DOI]

Lorenzo Cavallaro

Proceedings of the 31st USENIX Security Symposium, 2022

to Protect the Public Opinion Against New Types of Bots?

[BibT_eX]

[DOI]

Jan Ludwig Reubold

Stephan Escher

Thorsten Strufe

Proceedings of the IEEE International Conference on Big Data, 2022

Non-Uniform Adversarially Robust Pruning.

[BibT_eX]

[DOI]

Qi Zhao

Tim Köonigl

Proceedings of the International Conference on Automated Machine Learning, 2022

2021

Plausible Deniability for Anonymous Communication.

[BibT_eX]

[DOI]

Christiane Kuhn

Thorsten Strufe

Proceedings of the WPES '21: Proceedings of the 20th Workshop on Workshop on Privacy in the Electronic Society, 2021

TagVet: Vetting Malware Tags using Explainable Machine Learning.

[BibT_eX]

[DOI]

Lukas Pirch

Proceedings of the EuroSec '21: Proceedings of the 14th European Workshop on Systems Security, 2021

Adversarial Robust Model Compression Using In-Train Pruning.

[BibT_eX]

[DOI]

Manoj Rohit Vemparala

Nael Fasfous

Alexander Frickenstein

Naveen Shankar Nagaraja

Walter Stechele

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

LaserShark: Establishing Fast, Bidirectional Communication into Air-Gapped Systems.

[BibT_eX]

[DOI]

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020

Efficient machine learning for attack detection.

[BibT_eX]

[DOI]

it Inf. Technol., 2020

Evaluating Explanation Methods for Deep Learning in Security.

[BibT_eX]

[DOI]

Proceedings of the IEEE European Symposium on Security and Privacy, 2020

Aim low, shoot high: evading aimbot detectors by mimicking user behavior.

[BibT_eX]

[DOI]

Tim Witschel

Proceedings of the 13th European Workshop on Systems Security, 2020

What's all that noise: analysis and detection of propaganda on Twitter.

[BibT_eX]

[DOI]

Proceedings of the 13th European Workshop on Systems Security, 2020

2019

Efficient Machine Learning for Attack Detection.

[BibT_eX]

[DOI]

PhD thesis, 2019

Political Elections Under (Social) Fire? Analysis and Detection of Propaganda on Twitter.

[BibT_eX]

[DOI]

Lisa Rangosch

CoRR, 2019

Don't Paint It Black: White-Box Explanations for Deep Learning in Computer Security.

[BibT_eX]

[DOI]

CoRR, 2019

False Sense of Security: A Study on the Effectivity of Jailbreak Detection in Banking Apps.

[BibT_eX]

[DOI]

Micha Horlboge

Proceedings of the IEEE European Symposium on Security and Privacy, 2019

Security Analysis of Devolo HomePIug Devices.

[BibT_eX]

[DOI]

Rouven Scholz

Proceedings of the 12th European Workshop on Systems Security, 2019

New Kid on the Web: A Study on the Prevalence of WebAssembly in the Wild.

[BibT_eX]

[DOI]

Marius Musch

Martin Johns

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2019

TypeMiner: Recovering Types in Binary Programs Using Machine Learning.

[BibT_eX]

[DOI]

Alwin Maier

Hugo Gascon

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2019

Thieves in the Browser: Web-based Cryptojacking in the Wild.

[BibT_eX]

[DOI]

Marius Musch

Martin Johns

Proceedings of the 14th International Conference on Availability, Reliability and Security, 2019

2018

Web-based Cryptojacking in the Wild.

[BibT_eX]

[DOI]

Marius Musch

Martin Johns

CoRR, 2018

ZOE: Content-Based Anomaly Detection for Industrial Control Systems.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

2017

64-Bit Migration Vulnerabilities.

[BibT_eX]

[DOI]

Alwin Maier

it Inf. Technol., 2017

Privacy Threats through Ultrasonic Side Channels on Mobile Devices.

[BibT_eX]

[DOI]

Erwin Quiring

Proceedings of the 2017 IEEE European Symposium on Security and Privacy, 2017

Looking Back on Three Years of Flash-based Malware.

[BibT_eX]

[DOI]

Proceedings of the 10th European Workshop on Systems Security, 2017

Automatically Inferring Malware Signatures for Anti-Virus Assisted Attacks.

[BibT_eX]

[DOI]

Kevin Freeman

Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security, 2017

2016

Harry: A Tool for Measuring String Similarity.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2016

From Malware Signatures to Anti-Virus Assisted Attacks.

[BibT_eX]

[DOI]

Kevin Freeman

CoRR, 2016

Comprehensive Analysis and Detection of Flash-Based Malware.

[BibT_eX]

[DOI]

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2016

Twice the Bits, Twice the Trouble: Vulnerabilities Induced by Migrating to 64-Bit Platforms.

[BibT_eX]

[DOI]

Alwin Maier

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015

Pulsar: Stateful Black-Box Fuzzing of Proprietary Network Protocols.

[BibT_eX]

[DOI]

Hugo Gascon

Proceedings of the Security and Privacy in Communication Networks, 2015

2014

Poisoning behavioral malware clustering.

[BibT_eX]

[DOI]

Battista Biggio

Davide Ariu

Igino Corona

Giorgio Giacinto

Fabio Roli

Proceedings of the 2014 Workshop on Artificial Intelligent and Security Workshop, 2014

2013

Deobfuscating Embedded Malware Using Probable-Plaintext Attacks.

[BibT_eX]

[DOI]

Frank Boldewin

Proceedings of the Research in Attacks, Intrusions, and Defenses, 2013

Chucky: exposing missing checks in source code for vulnerability discovery.

[BibT_eX]

[DOI]

Hugo Gascon

Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

A close look on <i>n</i>-grams in intrusion detection: anomaly detection vs. classification.

[BibT_eX]

[DOI]

Guido Schwenk

Proceedings of the AISec'13, 2013

2012

Sally: a tool for embedding strings in vector spaces.

[BibT_eX]

[DOI]