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A survey on heuristic malware detection techniques
TLDR
We discuss the state of the art heuristic malware detection methods and briefly overview various features used in these methods. Expand
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Malware detection based on mining API calls
TLDR
In this work, we not only have improved a recent method of malware detection based on mining Application Programming Interface (API) calls significantly, but also have created the first public dataset to promote malware research. Expand
  • 132
  • 5
Detecting Overlapping Communities in Social Networks by Game Theory and Structural Equivalence Concept
TLDR
In this paper, we consider the formation of communities in social networks as an iterative game in a multiagent environment, in which, each node is regarded as an agent trying to be in the communities with members structurally equivalent to her. Expand
  • 43
  • 3
  • PDF
A novel steganalysis for TPVD steganographic method based on differences of pixel difference histogram
TLDR
We propose a new steganalysis method based on the histogram of difference values of a stego image under the TPVD algorithms is vulnerable to a particular statistical analysis. Expand
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A PSO-based multi-robot cooperation method for target searching in unknown environments
TLDR
We propose a distributed algorithm based on Particle Swarm Optimization (PSO) for target searching which satisfies the before-mentioned constraints. Expand
  • 75
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Visual malware detection using local malicious pattern
TLDR
In this paper, a new method is proposed to detect unknown malware based on micro-patterns within the executable files. Expand
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Improving Security of Pixel Value Differencing Steganographic Method
TLDR
In this paper, we propose some modifications to PVD method to make it more robust to histogram quantization. Expand
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  • PDF
Anomaly Detection in Categorical Datasets Using Bayesian Networks
TLDR
We present a method for finding anomalous records in categorical or mixed datasets in an unsupervised fashion. Expand
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Graph embedding as a new approach for unknown malware detection
TLDR
We propose a new malware detection method based on machine learning techniques by using OpCodes within an executable to represent it as a graph. Expand
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A heuristic local community detection method (HLCD)
TLDR
The advances in social networks has led to the concentration of research on analyzing people's behaviors in these networks. Expand
  • 19
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