DatasetMetadata
Each dataset class has its metadata available as a DatasetMetadata instance in the metadata attribute.
Metadata
| Name | CESNET-TLS22 | CESNET-QUIC22 | CESNET-TLS-Year22 |
|---|---|---|---|
| Protocol | TLS | QUIC | TLS |
| Published in | 2022 | 2023 | 2023 |
| Collected in | 2021 | 2022 | 2022 |
| Collection duration | 2 weeks | 4 weeks | 1 year |
| Available samples | 141392195 | 153226273 | 507739073 |
| Available dataset sizes | XS, S, M, L | XS, S, M, L | XS, S, M, L |
| Collection period | 4.10.2021 - 17.10.2021 | 31.10.2022 - 27.11.2022 | 1.1.2022 - 31.12.2022 |
| Missing dates in collection period | 20220128, 20220129, 20220130, 20221212, 20221213, 20221229, 20221230, 20221231 | ||
| Application count | 191 | 102 | 180 |
| Background traffic classes | default-background, google-background, facebook-background | ||
| PPI features | IPT, DIR, SIZE | IPT, DIR, SIZE | IPT, DIR, SIZE, PUSH_FLAG |
| Flowstats features | BYTES, BYTES_REV, PACKETS, PACKETS_REV, DURATION, PPI_LEN, PPI_ROUNDTRIPS, PPI_DURATION | BYTES, BYTES_REV, PACKETS, PACKETS_REV, DURATION, PPI_LEN, PPI_ROUNDTRIPS, PPI_DURATION | BYTES, BYTES_REV, PACKETS, PACKETS_REV, DURATION, PPI_LEN, PPI_ROUNDTRIPS, PPI_DURATION |
| Flowstats features boolean | FLOW_ENDREASON_IDLE, FLOW_ENDREASON_ACTIVE, FLOW_ENDREASON_OTHER | FLOW_ENDREASON_IDLE, FLOW_ENDREASON_ACTIVE, FLOW_ENDREASON_END, FLOW_ENDREASON_OTHER | |
| Packet histograms | PHIST_SRC_SIZES, PHIST_DST_SIZES, PHIST_SRC_IPT, PHIST_DST_IPT | PHIST_SRC_SIZES, PHIST_DST_SIZES, PHIST_SRC_IPT, PHIST_DST_IPT | |
| TCP features | FLAG_CWR, FLAG_CWR_REV, FLAG_ECE, FLAG_ECE_REV, FLAG_URG, FLAG_URG_REV, FLAG_ACK, FLAG_ACK_REV, FLAG_PSH, FLAG_PSH_REV, FLAG_RST, FLAG_RST_REV, FLAG_SYN, FLAG_SYN_REV, FLAG_FIN, FLAG_FIN_REV | FLAG_CWR, FLAG_CWR_REV, FLAG_ECE, FLAG_ECE_REV, FLAG_URG, FLAG_URG_REV, FLAG_ACK, FLAG_ACK_REV, FLAG_PSH, FLAG_PSH_REV, FLAG_RST, FLAG_RST_REV, FLAG_SYN, FLAG_SYN_REV, FLAG_FIN, FLAG_FIN_REV | |
| Other fields | ID | ID, SRC_IP, DST_IP, DST_ASN, SRC_PORT, DST_PORT, PROTOCOL, QUIC_VERSION, QUIC_SNI, QUIC_USERAGENT, TIME_FIRST, TIME_LAST | ID, SRC_IP, DST_IP, DST_ASN, DST_PORT, PROTOCOL, TLS_SNI, TLS_JA3, TIME_FIRST, TIME_LAST |
| Cite | https://doi.org/10.1016/j.comnet.2022.109467 | https://doi.org/10.1016/j.dib.2023.108888 | https://doi.org/10.1038/s41597-024-03927-4 |
| Zenodo URL | https://zenodo.org/record/7965515 | https://zenodo.org/record/7963302 | https://zenodo.org/records/10608607 |
| Related papers | https://doi.org/10.23919/TMA58422.2023.10199052 |