Andrea Pferscher

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Learning Paradigms

Top Venues

Publications

Bernhard K. Aichernig, Sandra König, Cristinel Mateis, Andrea Pferscher, Martin Tappler
Learning minimal automata with recurrent neural networks. Softw. Syst. Model. 23 (3) (2024)
Martin Tappler, Andrea Pferscher, Bernhard K. Aichernig, Bettina Könighofer
Learning and Repair of Deep Reinforcement Learning Policies from Fuzz-Testing Data. ICSE (2024)
Andrea Pferscher, Benjamin Wunderling, Bernhard K. Aichernig, Edi Muskardin
Mining Digital Twins of a VPN Server. FMDT@FM (2023)
Bernhard K. Aichernig, Sandra König, Cristinel Mateis, Andrea Pferscher, Dominik Schmidt, Martin Tappler
Constrained Training of Recurrent Neural Networks for Automata Learning. SEFM (2022)
Edi Muskardin, Bernhard K. Aichernig, Ingo Pill, Andrea Pferscher, Martin Tappler
AALpy: an active automata learning library. Innov. Syst. Softw. Eng. 18 (3) (2022)
Andrea Pferscher, Bernhard K. Aichernig
Stateful Black-Box Fuzzing of Bluetooth Devices Using Automata Learning. NFM (2022)
Bernhard K. Aichernig, Edi Muskardin, Andrea Pferscher
Active vs. Passive: A Comparison of Automata Learning Paradigms for Network Protocols. FMAS/ASYDE@SEFM (2022)
Andrea Pferscher, Bernhard K. Aichernig
Fingerprinting and Analysis of Bluetooth Devices with Automata Learning. CoRR (2022)
Andrea Pferscher, Bernhard K. Aichernig
Fingerprinting and analysis of Bluetooth devices with automata learning. Formal Methods Syst. Des. 61 (1) (2022)
Bernhard K. Aichernig, Edi Muskardin, Andrea Pferscher
Learning-Based Fuzzing of IoT Message Brokers. ICST (2021)
Andrea Pferscher, Bernhard K. Aichernig
Fingerprinting Bluetooth Low Energy Devices via Active Automata Learning. FM (2021)
Edi Muskardin, Bernhard K. Aichernig, Ingo Pill, Andrea Pferscher, Martin Tappler
AALpy: An Active Automata Learning Library. ATVA (2021)
Bernhard K. Aichernig, Andrea Pferscher, Martin Tappler
From Passive to Active: Learning Timed Automata Efficiently. NFM (2020)
Andrea Pferscher, Bernhard K. Aichernig
Learning Abstracted Non-deterministic Finite State Machines. ICTSS (2020)