Abstract: A method for mitigating network abuse includes obtaining a first set of network traffic messages of network traffic currently received by a network service and determining, via a first model, whether network abuse is occurring based on the first set of network traffic messages. When the network abuse is occurring, the method includes obtaining a second set of current network traffic messages. The method also includes, for each network traffic message in the second set of network traffic messages, labeling, via a second model, the network traffic message as an abusing network traffic message or a non-abusing network traffic message. The method also includes generating, via a third model, at least one network traffic rule. Each network traffic rule, when implemented, reduces an effect of the abusing network traffic messages.

Abstract: A method for mitigating network abuse includes obtaining a first set of network traffic messages of network traffic currently received by a network service and determining, via a first model, whether network abuse is occurring based on the first set of network traffic messages. When the network abuse is occurring, the method includes obtaining a second set of current network traffic messages. The method also includes, for each network traffic message in the second set of network traffic messages, labeling, via a second model, the network traffic message as an abusing network traffic message or a non-abusing network traffic message. The method also includes generating, via a third model, at least one network traffic rule. Each network traffic rule, when implemented, reduces an effect of the abusing network traffic messages.

Abstract: A method for mitigating network abuse includes obtaining a first set of network traffic messages of network traffic currently received by a network service and determining, via a first model, whether network abuse is occurring based on the first set of network traffic messages. When the network abuse is occurring, the method includes obtaining a second set of current network traffic messages. The method also includes, for each network traffic message in the second set of network traffic messages, labeling, via a second model, the network traffic message as an abusing network traffic message or a non-abusing network traffic message. The method also includes generating, via a third model, at least one network traffic rule. Each network traffic rule, when implemented, reduces an effect of the abusing network traffic messages.

Abstract: Methods and apparatuses relating to memory performance monitoring are described, including a processor and method for memory performance monitoring utilizing a monitor flag and first and second allocators for allocating virtual memory regions.

Abstract: Methods and apparatuses relating to memory performance monitoring are described. In one embodiment, a processor includes at least one core, a performance monitoring unit, and a memory management unit including a first allocator to allocate a first virtual memory region of a memory for a first data structure, a second allocator to allocate a second, different virtual memory region of the memory for a second data structure, wherein the memory management unit is to, for each memory access request from the at least one core, set a monitor flag when a virtual address of a memory access request is in the first virtual memory region and set the monitor flag when the virtual address of the memory access request is in the second, different virtual memory region, and enable the performance monitoring unit to monitor the memory access request when the monitor flag is set.