As if the last article documenting LCP and Path Segments Passed wasn't enough, have a read of this method of detecting bots.
In summary, this method is able to record and analyze your 'Keystroke, Point, Pause, click, Point-and-Click, Drag-and-Drop' user input for server side analysis. Comparing and analyzing your every move, so to speak, with that of documented metrics of human interactions with the game, they can then identify bots 'with 99.8% accuracy within 39.60 seconds'. This HOP technology in fact encompasses all users, lazyraider, autoangler, PB, AH, on and on...any bot that sends automated keystrokes and mouse movements.
View attachment Human Observational Proofs.pdf
'Evasion would require some sophisticated bot development'
Page266- "More importantly, the HOP system is not based on any single metric of the human behavior, but rather, a collection of different kinds of behavioral metrics composed by neural networks. A successful evasion of the neural network could require a simultaneous attack on several of these different metrics. Although it is relatively easy to mimic a single metric of the human behavior, such as keystroke inter-arrival time, fully mimicking all aspects of the human behavior in a highly dynamic environment like MMOGs could require non-trivial efforts.
The threat of mimicry attacks [50] is real to behaviorbased intrusion detection systems including HOPs. In general, we believe that it is possible for a highly motivated bot creator to build a more complicated game bot, which mimics multiple aspects of human behaviors, to evade the HOP system but at the cost of significant time and efforts."
In summary, this method is able to record and analyze your 'Keystroke, Point, Pause, click, Point-and-Click, Drag-and-Drop' user input for server side analysis. Comparing and analyzing your every move, so to speak, with that of documented metrics of human interactions with the game, they can then identify bots 'with 99.8% accuracy within 39.60 seconds'. This HOP technology in fact encompasses all users, lazyraider, autoangler, PB, AH, on and on...any bot that sends automated keystrokes and mouse movements.
View attachment Human Observational Proofs.pdf
'Evasion would require some sophisticated bot development'
Page266- "More importantly, the HOP system is not based on any single metric of the human behavior, but rather, a collection of different kinds of behavioral metrics composed by neural networks. A successful evasion of the neural network could require a simultaneous attack on several of these different metrics. Although it is relatively easy to mimic a single metric of the human behavior, such as keystroke inter-arrival time, fully mimicking all aspects of the human behavior in a highly dynamic environment like MMOGs could require non-trivial efforts.
The threat of mimicry attacks [50] is real to behaviorbased intrusion detection systems including HOPs. In general, we believe that it is possible for a highly motivated bot creator to build a more complicated game bot, which mimics multiple aspects of human behaviors, to evade the HOP system but at the cost of significant time and efforts."
