Intel(R) Threat Detection Technology comprises of a set of libraries and a public API interface that uses low level CPU telemetry data to perform early detection of advanced malware threats. It is intended for Independent Security Vendors (ISVs) and Cloud Service Providers (CSPs) to integrate with their security solutions and add signature less hardware based runtime threat detection capability. Through its solution stack Intel TDT enables deployment of advanced machine learning based classification and modeling algorithms to learn system behaviors and profile threats with CPU telemetry as feature vectors. Upon detection of malicious activity notifications are generated for further investigation and remediation by the integrating security application. TDT’s APIs, telemetry framework and Machine Learning pipeline also provide security applications the opportunity to build their own detection heuristics to address threats of interest to them.
More information can be found at https://01.org/intel-secl.
Intel® SecL-TDT is a new feature set added to Intel® SecL-DC security solutions for adding runtime threat detection and anomaly detection support with hardware telemetry and machine learning in the data center and cloud. ISecL-TDT provides two components:
- Intel® SecL Threat Detection Agent (TDA) – a user level application running as a daemon to be deployed on each managed server node. This agent integrates the TDT libraries and provides REST APIs to discover TDT heuristic capabilities on the node and subsequently configure and manage those heuristics. The TDA also pushes TDT detection event reports (notifications) to the TDS.
- Intel® SecL Threat Detection Service (TDS) - a service or daemon that can be deployed in baremetal, VM or container that receives the threat event report from TDA and provides REST APIs for threat event query and other APIs for management.
Refer to Intel(R) SecL-TDT documentation to use TDT with Intel(R) SecL.
Public API intended for applications integrating TDT libraries.
C – Application\library\tdt_agent.h
C++ – Application\library\tdt_agent.hpp
Go - Application\library\golang\src\tdt_lib\tdt_agent.go
Please refer to code documentation in the headers for invocation details.
TDT threat detection heuristics are dependent on CPU telemetry generated by Intel CPUs and are thus applicable only on Intel platforms. Individual heuristics may have their own minimum CPU SKU requirement depending on the kind of metrics being used by the heuristic.
TDT is only supported on Intel 6th generation (SkyLake) and later Core and Xeon CPU families at this time.
A minimum of 8GBs of RAM is recommended.
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Linux Kernel 3.1 or up
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CMake (https://cmake.org/) 3.11.2 or up
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GCC
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7.x or better on non-RHEL distributions
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4.8.5 or better with devtoolset-7 on RHEL distributions
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Boost (https://www.boost.org/) 1.68 or up.
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Intel Thread Building Blocks (TBB) (https://software.intel.com/en-us/intel-tbb)
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perf (included with kernel). This is required for execution only, no build dependencies.
Please setup internet settings to let CMake download the proper versions of Boost and TBB during the build process.
The TDT PMU publisher plugin interfaces with the perf kernel module that comes built-in with the Linux kernel. This requires the plugin to execute with root/admin privileges and have permissions to invoke the perf_event_open syscall.
Security applications integrating TDT may execute directly with root/admin privileges. Alternatively, administrators can use kernel namespaces and control groups to allow perf_event subsystem access for the app from the non-root user or isolation context (e.g. containers) it is executing in.
Please make sure that you have the right http proxy settings if you are behind a proxy
export HTTP_PROXY=http://<proxy>:<port>
export HTTPS_PROXY=https://<proxy>:<port>The current repos including repos with a subscription manager does not have rpm packages to install the required version of GCC. We shall rely on devtoolset-7 to install the required version of GCC.
Note : installing devtoolset-7 requires access to the subscription manager. Please contact your system administrator to configure your build server with access the subscription manager
- On RHEL, enable RHSCL repository for system
sudo yum-config-manager --enable rhel-server-rhscl-7-rpms- Install the devtoolset-7
sudo yum install devtoolset-7Note: Install ‘yum install -y yum-utils’ if yum-config-manager command is not available
cmake versions available in RHEL repos is not compatible with building the Threat Detection Libraries. You will therefore need to install a version of cmake that is available directly at https://cmake.org. Future version of RHEL or updated repositories may contain cmake version that are compatible. But currently, the following is what has been verified to work.
sudo yum remove cmake
wget https://github.com/Kitware/CMake/releases/download/v3.14.0/cmake-3.14.0-Linux-x86_64.sh
chmod +x cmake-3.14.0-Linux-x86_64.sh
sudo ./cmake-3.14.0-Linux-x86_64.sh --skip-license --include-subdir --prefix=/usr/local
export PATH=$PATH:/usr/local/cmake-3.14.0-Linux-x86_64/binA build script is provided at the root folder of the repository that is used for building. It will download the required Boost and Intel Thread Building Blocks (Tbb) components.
The following are the steps to download and build the Threat Detection Technology (TDT) Library
- Git clone
- Run build script
git clone https://github.com/intel-secl/lib-tdt.git
cd lib-tdt
./compile.sh
cd ..The built binaries and configuration files will be copied to the release_package folder in the source root folder.
TDT Libraries and Telemetry Framework – [email protected]
TDT-Intel® SecL integration - https://01.org/intel-secl
Bugs and security vulnerabilities can be reported on the mailing list or using our bug tracking system, at https://github.com/intel/isecl/issues.
Product documentation and tutorials can be found at https://01.org/intel-secl.