HCRL - Datasets

Thanks for showing your interests in our datasets.

We are very proud of releasing these unique and highly valuable datasets for all security researchers for free.

Hacking and Countermeasure Research Lab is official dataset provider for “Information Security R&D dataset”.

Also, we are the main organizer of “Information Security R&D data challenge”

Datasets for malware/malicious app analysis

Datasets for intrusion detection for automobile (Please unfold to see the notes at the end of this page)

Dataset for Game Bot detection

Dataset for hacker profiling
- Web-Hacking Dataset

Dataset for intrusion detection for IoT
- IoT Network Intrusion Dataset
- IoT Environment Dataset
Dataset for review analysis
- Review with Security Concern Dataset
Dataset for UAV
- UAVCAN Attack Dataset
- MAVLink Message ID Sequence Dataset
Dataset for RTPS protocol (UGV)
- RTPS Attack Dataset
Dataset for Online Game User Analysis
- Action2Score

Some notes about the datasets for intrusion detection for automobile

The datasets below were collected from CAN bus of a real car.

Some of the datasets seem very similar, but they have differences in collected time, car status (idling or driving), injected attack types, and car models. For example, Car Hacking: Attack & Defense Challenge 2020 and Car-Hacking Dataset have the following differences:

The former includes replay attacks which are not in the latter.
Rest of the attack types (flooding=DoS, spoofing, fuzzing) are same, but they have different injection frequencies and also different CAN IDs of spoofing messages.
They were collected at different time from different cars. The former was collected from Hyundai Avante CN7 while the latter was collected from Hyundai YF Sonata. This means their normal traffic differs (e.g., the number of unique CAN IDs, payload values) due to the cars' different functionalities.

Please refer to the dataset descriptions and the relevant publications for more details.

On the other hand, the datasets below were collected from our Automotive Ethernet testbed.

- Automotive Ethernet Intrusion Dataset (AVTP, Audio Video Transport Protocol)
- TOW-IDS: AUTOMOTIVE ETHERNET INTRUSION DATASET