5 papers
Fast-MCS: A Scalable Open-Source Tool to Find Minimal Cut Sets
Shakthivelu Janardhanan, Yaxuan Chen, Wolfgang Kellerer +1
A network is represented as a graph consisting of nodes and edges. A cut set for a source-destination pair in a network is a set of elements that, when failed, cause the source-des…
How to build a sovereign network? -- A proposal to measure network sovereignty
Shakthivelu Janardhanan, Ritanshi Agarwal, Wolfgang Kellerer +1
Network sovereignty is a network operator's ability to reduce the dependency on component manufacturers to minimize the impact of manufacturer failures. Network operators now face…
Bug Analysis Towards Bug Resolution Time Prediction
Hasan Yagiz Ozkan, Poul Einer Heegaard, Wolfgang Kellerer +1
Bugs are inevitable in software development, and their reporting in open repositories can enhance software transparency and reliability assessment. This study aims to extract infor…
Predicting Software Reliability in Softwarized Networks
Hasan Yagiz Ozkan, Madeleine Kaufmann, Wolfgang Kellerer +1
Providing high quality software and evaluating the software reliability in softwarized networks are crucial for vendors and customers. These networks rely on open source code, whic…
Feature Distribution Shift Mitigation with Contrastive Pretraining for Intrusion Detection
Weixing Wang, Haojin Yang, Christoph Meinel +3
In recent years, there has been a growing interest in using Machine Learning (ML), especially Deep Learning (DL) to solve Network Intrusion Detection (NID) problems. However, the f…