[HTML][HTML] The role of Reinforcement Learning in software testing

A Abo-eleneen, A Palliyali, C Catal - Information and Software Technology, 2023 - Elsevier
Context: Software testing is applied to validate the behaviour of the software system and
identify flaws and bugs. Different machine learning technique types such as supervised and …

RiverFuzzRL-an open-source tool to experiment with reinforcement learning for fuzzing

C Paduraru, M Paduraru… - 2021 14th IEEE …, 2021 - ieeexplore.ieee.org
Combining fuzzing techniques and reinforcement learning could be an important direction in
software testing. However, there is a gap in support for experimentation in this field, as there …

RiverIoT-a framework proposal for fuzzing IoT applications

C Păduraru, R Cristea… - 2021 IEEE/ACM 3rd …, 2021 - ieeexplore.ieee.org
This paper presents an integrated testing framework for Internet of Things (IoT) systems
based on the open-source platform RIVER. Our objective is to leverage the existing methods …

[PDF][PDF] Automatic Fuzz Testing and Tuning Tools for Software Blueprints.

C Paduraru, R Cristea, A Stefanescu - ICSOFT, 2023 - researchgate.net
The increasingly popular no-or low-code paradigm is based on functional blocks connected
on a graphical interface that is accessible to many stakeholders in an application. Areas …

Testing multi-tenant applications using fuzzing and reinforcement learning

C Paduraru, A Stefanescu, B Ghimis - … on Languages and Tools for Next …, 2020 - dl.acm.org
Testing cloud applications has recently gained in importance since many companies
migrated their operations in the cloud. To optimise resources, cloud applications may serve …

WaC: Trustworthy Encryption and Communication in an IT Ecosystem with Artificial Superintelligence

E Wittkotter - Proceedings of the 5th Workshop on Attacks and …, 2021 - dl.acm.org
The current encryption infrastructure is no match for an Artificial Superintelligence (ASI), the
likely result of a possible intelligence explosion by a self-improving AI. That kind of ASI …

River 2.0: an open-source testing framework using ai techniques

B Ghimis, M Paduraru, A Stefanescu - … on Languages and Tools for Next …, 2020 - dl.acm.org
This paper presents the latest updates to the RIVER open-source testing platform for x86
programs, focusing on how artificial intelligence (AI) techniques can be used to improve the …

[PDF][PDF] RiverConc: An Open-source Concolic Execution Engine for x86 Binaries.

C Paduraru, B Ghimis, A Stefanescu - ICSOFT, 2020 - scitepress.org
This paper presents a new open-source testing tool capable of performing concolic
execution on x86 binaries. Using this tool, one can find out ahead of time of potential bugs …

[引用][C] No-Go for Malware using Independent Executable Watchdog

E Wittkotter, R Yampolskiy

[引用][C] Proactive, Preventive, Near-Perfect Security for Crypto-Keys and Crypto-Devices confronted by Artificial Superintelligence

E Wittkotter