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Apple claims that iPhone 6, which is equipped with iOS 8.0 and later version, is secure enough to prevent a user's private data from law enforcement or malicious intruders. In pre-iOS 8.0 operating systems, a user's data were only encrypted by hardware-based keys, which can be obtained by Apple. But in iOS 8.0 and later version, the private data on the iPhone are protected by a secret key that is...
The generation of representative computer system behavior profile from system calls in LINUX environments to establish reliable Host Based Anomaly Detection Systems (HADS) against Next Generation of Attacks (NGA) is a challenge due to two major reasons. Firstly, NGA causes a low footprint upon host activities and consequently, attack activities are difficult to detect from normal computer processes...
Host-based intrusion detection systems (HIDSs), especially anomaly-based, have received much attention over the past few decades. Over time, however, the existing data sets used for evaluation of a HIDS have lost most of their relevance due to the substantial development of computer systems. To fill this gap, ADFA Linux data set (ADFA-LD) is recently released, which is composed of thousands of system...
Intrusion detection systems are generally tested using datasets compiled at the end of last century, justified by the need for publicly available test data and the lack of any other alternative datasets. Prominent amongst this legacy group is the KDD project. Whilst a seminal contribution at the time of compilation, these datasets no longer represent relevant architecture or contemporary attack protocols,...
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