Michael Backes

Research interests

Publications

• Dynamic Backdoor Attacks Against Machine Learning Models

  · 2022 · 10.1109/eurosp53844.2022.00049

• Dynamic Backdoor Attacks Against Machine Learning Models

  · 2022 · 10.1109/eurosp53844.2022.00049

• Revealing x-ray and gamma ray temporal and spectral similarities in the GRB 190829A afterglow

  Science · 2021 · 10.1126/science.abe8560

• BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements

  Annual Computer Security Applications Conference · 2021 · 10.1145/3485832.3485837

• Revealing x-ray and gamma ray temporal and spectral similarities in the GRB 190829A afterglow

  Science · 2021 · 10.1126/science.abe8560

• BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements

  Annual Computer Security Applications Conference · 2021 · 10.1145/3485832.3485837

• Swarm Learning for decentralized and confidential clinical machine learning

  Nature · 2021 · https://doi.org/10.1038/s41586-021-03583-3

• A very-high-energy component deep in the γ-ray burst afterglow

  Nature · 2019 · 10.1038/s41586-019-1743-9

• MemGuard

  · 2019 · 10.1145/3319535.3363201

• ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

  · 2019 · 10.14722/ndss.2019.23119

• ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

  · 2019 · 10.14722/ndss.2019.23119

• The H.E.S.S. Galactic plane survey

  Astronomy and Astrophysics · 2018 · 10.1051/0004-6361/201732098

• On the (Statistical) Detection of Adversarial Examples

  arXiv (Cornell University) · 2017 · 10.48550/arxiv.1702.06280

• Stack Overflow Considered Harmful? The Impact of Copy&Paste on Android Application Security

  · 2017 · 10.1109/sp.2017.31

• Adversarial Examples for Malware Detection

  Lecture notes in computer science · 2017 · 10.1007/978-3-319-66399-9_4

• Comparing the Usability of Cryptographic APIs

  · 2017 · 10.1109/sp.2017.52

• Comparing the Usability of Cryptographic APIs

  · 2017 · 10.1109/sp.2017.52

• Science with the Cherenkov Telescope Array

  HAL (Le Centre pour la Communication Scientifique Directe) · 2017

• Adversarial Perturbations Against Deep Neural Networks for Malware Classification

  arXiv (Cornell University) · 2016 · 10.48550/arxiv.1606.04435

• Reliable Third-Party Library Detection in Android and its Security Applications

  · 2016 · 10.1145/2976749.2978333

• Search for Dark Matter Annihilations towards the Inner Galactic Halo from 10 Years of Observations with H.E.S.S.

  Physical Review Letters · 2016 · 10.1103/physrevlett.117.111301

• Design and operation of FACT – the first G-APD Cherenkov telescope

  Journal of Instrumentation · 2013 · 10.1088/1748-0221/8/06/p06008

• Verifiable delegation of computation on outsourced data

  · 2013 · 10.1145/2508859.2516681

• Verifiable delegation of computation on outsourced data

  · 2013 · 10.1145/2508859.2516681

• Design and operation of FACT – the first G-APD Cherenkov telescope

  Journal of Instrumentation · 2013 · 10.1088/1748-0221/8/06/p06008

• Performance of the MAGIC stereo system obtained with Crab Nebula data

  Astroparticle Physics · 2011 · 10.1016/j.astropartphys.2011.11.007

• MAGIC DISCOVERY OF VERY HIGH ENERGY EMISSION FROM THE FSRQ PKS 1222+21

  The Astrophysical Journal Letters · 2011 · 10.1088/2041-8205/730/1/l8

• Automatic Discovery and Quantification of Information Leaks

  · 2009 · 10.1109/sp.2009.18

• Automatic Discovery and Quantification of Information Leaks

  · 2009 · 10.1109/sp.2009.18

• Probing quantum gravity using photons from a flare of the active galactic nucleus Markarian 501 observed by the MAGIC telescope

  Physics Letters B · 2008 · 10.1016/j.physletb.2008.08.053

• Very-High-Energy Gamma Rays from a Distant Quasar: How Transparent Is the Universe?

  Science · 2008 · 10.1126/science.1157087

• Observation of Pulsed γ-Rays Above 25 GeV from the Crab Pulsar with MAGIC

  Science · 2008 · 10.1126/science.1164718

• Observation of Pulsed γ-Rays Above 25 GeV from the Crab Pulsar with MAGIC

  Science · 2008 · 10.1126/science.1164718

• Probing quantum gravity using photons from a flare of the active galactic nucleus Markarian 501 observed by the MAGIC telescope

  Physics Letters B · 2008 · 10.1016/j.physletb.2008.08.053

• TMVA - Toolkit for Multivariate Data Analysis

  arXiv (Cornell University) · 2007

• A composable cryptographic library with nested operations

  · 2003 · 10.1145/948109.948140

Current projects

No projects listed.