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Deepgauge: Multi-granularity testing criteria for deep learning systems
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 …
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
Web-based Application Programming Interfaces (APIs) are often described using SOAP,
OpenAPI, and GraphQL specifications. These specifications provide a consistent way to …
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 …
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 …
transactions in storage systems such as relational databases and distributed databases …
A model-based framework for cloud API testing
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 …
are exposed as Web APIs (Application Program Interface), which serve as the contracts …
Feature-sensitive coverage for conformance testing of programming language implementations
The conformance testing of programming language implementations is crucial to support
correct and consistent execution environments. Because manually maintaining conformance …
correct and consistent execution environments. Because manually maintaining conformance …
Tracing distributed component-based systems, a brief overview
We overview a framework for tracing asynchronous distributed component-based systems
with multiparty interactions managed by distributed schedulers. Neither the global state nor …
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
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 …
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 …
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 …
a complex environment. In this paper, we propose extensions to existing model-based tools …