Deepgauge: Multi-granularity testing criteria for deep learning systems

L Ma, F Juefei-Xu, F Zhang, J Sun, M Xue, B Li… - Proceedings of the 33rd …, 2018 - dl.acm.org
Deep learning (DL) defines a new data-driven programming paradigm that constructs the
internal system logic of a crafted neuron network through a set of training data. We have …

A framework for automated API fuzzing at enterprise scale

R Mahmood, J Pennington, D Tsang… - … IEEE Conference on …, 2022 - ieeexplore.ieee.org
Web-based Application Programming Interfaces (APIs) are often described using SOAP,
OpenAPI, and GraphQL specifications. These specifications provide a consistent way to …

MalFuzz: Coverage-guided fuzzing on deep learning-based malware classification model

Y Liu, P Yang, P Jia, Z He, H Luo - Plos one, 2022 - journals.plos.org
With the continuous development of deep learning, more and more domains use deep
learning technique to solve key problems. The security issues of deep learning models have …

2PC*: a distributed transaction concurrency control protocol of multi-microservice based on cloud computing platform

P Fan, J Liu, W Yin, H Wang, X Chen, H Sun - Journal of Cloud Computing, 2020 - Springer
The two-phase commit (2PC) protocol is a key technique for achieving distributed
transactions in storage systems such as relational databases and distributed databases …

A model-based framework for cloud API testing

J Wang, X Bai, L Li, Z Ji, H Ma - 2017 ieee 41st annual …, 2017 - ieeexplore.ieee.org
Following the Service-Oriented Architecture, a large number of diversified Cloud services
are exposed as Web APIs (Application Program Interface), which serve as the contracts …

Feature-sensitive coverage for conformance testing of programming language implementations

J Park, D Youn, K Lee, S Ryu - … of the ACM on Programming Languages, 2023 - dl.acm.org
The conformance testing of programming language implementations is crucial to support
correct and consistent execution environments. Because manually maintaining conformance …

Tracing distributed component-based systems, a brief overview

Y Falcone, H Nazarpour, M Jaber, M Bozga… - … Conference, RV 2018 …, 2018 - Springer
We overview a framework for tracing asynchronous distributed component-based systems
with multiparty interactions managed by distributed schedulers. Neither the global state nor …

[HTML][HTML] Automated test case generation for the Paxos single-decree protocol using a Coloured Petri Net model

R Wang, LM Kristensen, H Meling, V Stolz - Journal of Logical and …, 2019 - Elsevier
Implementing test suites for distributed software systems is a complex and time-consuming
task due to the number of test cases that need to be considered in order to obtain high …

Big data perspective on financial operations revenue management approach

J Yang - Mathematical Problems in Engineering, 2022 - Wiley Online Library
For the innovation of financial operation and revenue management work, in the background
of the big data era, it should be necessary to establish an information‐based financial …

Model-based testing for MQTT applications

K Tanabe, Y Tanabe, M Hagiya - … of the 13th International Joint Conference …, 2020 - Springer
Abstract Model-based testing is a widely-used vital technique for testing software running in
a complex environment. In this paper, we propose extensions to existing model-based tools …