LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data
Authors: Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic | Published: 2022-04-14
A Natural Language Processing Approach for Instruction Set Architecture Identification
Authors: Dinuka Sahabandu, Sukarno Mertoguno, Radha Poovendran | Published: 2022-04-13
Improving Differential-Neural Distinguisher Model For DES, Chaskey, and PRESENT
Authors: Liu Zhang, Zilong Wang | Published: 2022-04-13
Overparameterized Linear Regression under Adversarial Attacks
Authors: Antônio H. Ribeiro, Thomas B. Schön | Published: 2022-04-13 | Updated: 2023-01-27
Stealing and Evading Malware Classifiers and Antivirus at Low False Positive Conditions
Authors: Maria Rigaki, Sebastian Garcia | Published: 2022-04-13 | Updated: 2023-06-04
Machine Learning Security against Data Poisoning: Are We There Yet?
Authors: Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo | Published: 2022-04-12 | Updated: 2024-03-08
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Authors: Yuntao Bai, Andy Jones, Kamal Ndousse, Amanda Askell, Anna Chen, Nova DasSarma, Dawn Drain, Stanislav Fort, Deep Ganguli, Tom Henighan, Nicholas Joseph, Saurav Kadavath, Jackson Kernion, Tom Conerly, Sheer El-Showk, Nelson Elhage, Zac Hatfield-Dodds, Danny Hernandez, Tristan Hume, Scott Johnston, Shauna Kravec, Liane Lovitt, Neel Nanda, Catherine Olsson, Dario Amodei, Tom Brown, Jack Clark, Sam McCandlish, Chris Olah, Ben Mann, Jared Kaplan | Published: 2022-04-12
Distributed learning optimisation of Cox models can leak patient data: Risks and solutions
Authors: Carsten Brink, Christian Rønn Hansen, Matthew Field, Gareth Price, David Thwaites, Nis Sarup, Uffe Bernchou, Lois Holloway | Published: 2022-04-12
Malware Analysis with Symbolic Execution and Graph Kernel
Authors: Charles-Henry Bertrand Van Ouytsel, Axel Legay | Published: 2022-04-12
Scalable privacy-preserving cancer type prediction with homomorphic encryption
Authors: Esha Sarkar, Eduardo Chielle, Gamze Gursoy, Leo Chen, Mark Gerstein, Michail Maniatakos | Published: 2022-04-12