Analyzing Malware by Abstracting the Frequent Itemsets in API Call Sequences.
Yong QiaoYuexiang YangLin JiJie HePublished in: TrustCom/ISPA/IUCC (2013)
Keyphrases
- frequent itemsets
- itemsets
- episode rules
- frequent itemset mining
- association rules
- mining frequent itemsets
- association rule mining
- mining algorithm
- data streams
- sequential patterns
- concise representation
- frequent itemsets mining
- frequent patterns
- uncertain data
- discovery of association rules
- constraint based mining
- closed itemsets
- itemset mining
- application programming interface
- prefix tree
- condensed representations
- mining association rules
- frequent pattern mining
- data structure
- frequent closed itemsets
- discovering association rules
- frequent itemset discovery
- malware detection
- pruning strategy
- source code
- mining frequent patterns
- transaction data
- closed frequent itemsets
- deduction rules
- multi dimensional
- data mining
- frequent sets
- frequent item sets
- anti monotone
- minimum support
- sequential pattern mining
- pattern mining
- generalized association rules