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Mining trends and patterns of software vulnerabilities

Journal of Systems and Software, 2016
We mine software vulnerabilities to facilitate vendors in making decisions about future vulnerabilities in software applications.Results show that no significant difference exists in trend of vulnerabilities.Sequential patterns of vulnerability events follow the first order Markov property.Next vulnerability in an application can be predicted with a ...
Syed Shariyar Murtaza   +3 more
openaire   +1 more source

Similar vulnerability query based on text mining

2011 11th International Symposium on Communications & Information Technologies (ISCIT), 2011
With many security events taking place in recent years, scientists have realized vulnerability management is an important field and it brings critical effects to many information systems and services. One topic in this field is to identify similarity relationship between vulnerabilities. It can help us to alarm potential attacks.
Jin Yi   +7 more
openaire   +1 more source

Assessment of Vulnerability Severity using Text Mining

Proceedings of the 21st Pan-Hellenic Conference on Informatics, 2017
Software1 vulnerabilities are closely associated with information systems security, a major and critical field in today's technology. Vulnerabilities constitute a constant and increasing threat for various aspects of everyday life, especially for safety and economy, since the social impact from the problems that they cause is complicated and often ...
Georgios Spanos   +2 more
openaire   +1 more source

A Mining Approach to Obtain the Software Vulnerability Characteristics

2017 Fifth International Conference on Advanced Cloud and Big Data (CBD), 2017
Software vulnerability remains a serious challenge to the software engineering domain over the past decade as a result of the recent technological advancement in information systems. The rapid development in software applications and failure on the part of system developers to properly analyze program codes before been released to the market increases ...
Xiang Li   +6 more
openaire   +1 more source

Security Data Mining in an Ontology for Vulnerability Management

2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing, 2009
Information security is such a complex topic that the sheer scope and volume of available security data overwhelms security professionals and managers alike. This paper discusses the rationale of applying semantic technology to information security with a focus on software vulnerability management.
Ju An Wang 0001, Minzhe Guo
openaire   +1 more source

Vulnerability mining for network protocols based on fuzzing

The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014), 2014
With the development of the network, internet security is becoming a hot research topic. The vulnerabilities existed in protocol implementations may be exploited by malicious attackers and cause serious problems. So it is necessary to do research in the vulnerability mining of network protocol.
Sai-Dan Zhang, Lu-Yong Zhang
openaire   +1 more source

Crash Analysis Mechanisms in Vulnerability Mining Research

2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS), 2019
Vulnerability mining research plays an important role in the fields of network security, but without exploit, a vulnerability which can trigger program crash will be considered useless. Focus on the crash exploitable analysis, this paper summarized the reasons resulting to program crash, classified current crash exploitable identification technology ...
Tiantian Tan   +3 more
openaire   +1 more source

Vulnerability mining of Cisco router based on fuzzing

The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014), 2014
Router security analysis plays a vital role in maintaining network security. However, IOS, which runs in Cisco routers, has been proved carrying serious security risks. And in order to improve security, we need to conduct vulnerability mining on IOS.
Fengjiao Li, Luyong Zhang, Dianjun Chen
openaire   +1 more source

Mining social networks for software vulnerabilities monitoring

2015 7th International Conference on New Technologies, Mobility and Security (NTMS), 2015
Staying informed about security vulnerabilities, work-arounds and the availability of patches regarding the components of a given system is crucial to ensure system security. Several channels can be used to the monitor the new vulnerabilities publications, but these channels are scattered.
Slim Trabelsi   +7 more
openaire   +1 more source

Text-Mining Approach for Estimating Vulnerability Score

2015 4th International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security (BADGERS), 2015
This paper develops a method that can automatically estimate the security metrics of documents written in natural language. Currently, security metrics play an important role in assessing the impact and risks of cyberthreats. Security metrics also enable operators to recognize emerging cyberthreats and to prioritize operations in order to mitigate such
Yasuhiro Yamamoto   +2 more
openaire   +2 more sources

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