CESNET-MINER22
Creators
- 1. FIT CTU
- 2. FIT CTU & CESNET z.s.p.o.
- 3. CESNET z.s.p.o.
Description
CESNET-MINER22 : Datasets of Cryptomining Communication
This dataset was created to design a detector of cryptominers communication, soon to be published in NordSec 2022 - IT security conference: Plný, R.; Hynek, K.; Čejka; T.: DeCrypto: Finding Cryptocurrency Miners on ISP networks, in Proceedings of the 27th Nordic Conference on Secure IT Systems, 2022.
File named decrypto_dataset_design.csv
contains 2,024,903 anonymized flows collected on the national CESNET2 network from December 2021 to February 2022.
File named decrypto_dataset_evaluation.csv
contains of 1,075,576 anonymized flows collected on the national CESNET2 network during March 2022.
Both datasets are provided in CSV format and were created by ipfixprobe. See field description provided below.
BYTES
Number of transferred bytes (from client to server).
BYTES_REV
Number of transferred bytes in the opposite direction (from server to client).
DST_PORT
Destination port.
LABEL
Flow label. Possible values are:
-
Miner
-
Other
PACKETS
Number of transferred packets (from client to server).
PACKETS_REV
Number of transferred packets in the opposite direction (from server to client).
PPI_PKT_DIRECTIONS
Array of directions of the first 30 packets.
Values:
-
1 represents direction client->server
-
-1 represents direction server->client.
PPI_PKT_FLAGS
Array of TCP flags of the first 30 packets.
PPI_PKT_LENGTHS
Array of packet sizes of the first 30 packets.
PPI_PKT_TIMES
Array of timestamps of intercept of the first 30 packets.
PROTOCOL
Used protocol on the Transport layer of the ISO/OSI.
TCP is represented by the value 6.
SRC_PORT
Source port.
TCP_FLAGS
TCP flags of the first packet (sent by client).
TCP_FLAGS_REV
TCP flags of the first packer from the opposite direction (sent by server).
TIME_FIRST
Time of interception of the first packet in the flow.
TIME_LAST
Time of interception of the last packet in the flow.
Notes
Files
Files
(350.4 MB)
Name | Size | Download all |
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md5:723a88b5b930b3af5ae1b6e120fb5ab2
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350.4 MB | Download |