Cyber-attack reporting, structured into verifiable incidents.
CSAIS reads news from media and official agencies every day, extracts victims, actors, and attack types, and groups articles that describe the same event. Every article is hashed at collection time so its evidence can be re-checked.
Threat intelligence from open reportingHow Israeli spyware used ‘zero click’ hack on Al Jazeera staff
Latest reporting
articles joined to incidents, rotating automatically
Most widely covered incidents
last 30 days, by article count
Article languages
Most frequently mentioned countries
last 90 daysHow it works
AI to read and assess, blockchain to recordExtraction and clustering
Attack type, victim, actor, and time are extracted from text; articles about the same event are merged into one incident.
Evidence recording
Hashes of article text, original URL, and collection time are batched daily and anchored on-chain.
Confidence index
Source history, recency, independence between articles, conflicting information, and institutional attestations.
Findings and risk
At-risk groups are mapped to attack patterns and preventive measures.
Package hash and signature, linked to the evidence batches it was built from.
preview of the next phaseFor institutions
BSSN, OJK, Komdigi, and Polri receive incident queues within their mandate and issue signed attestations: confirmed, refuted, under investigation, or annotated.
Attestation portalFor awareness programs
Which groups are being targeted, which tactics are in use, and which preventive steps can be passed on to customers, students, or staff.
View findings