SecBERT-CoreAI / validation.json
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{
"worst_abs_diff": 1.3224780559539795e-07,
"architecture": "BertForMaskedLM",
"cases": [
{
"text": "The APT29 group used spearphishing attachments to deliver a backdoor to government targets.",
"emb_diff": 9.685754776000977e-08,
"cosine": 0.9999999999996306
},
{
"text": "CVE-2021-44228 is a remote code execution vulnerability in Apache Log4j via JNDI lookups.",
"emb_diff": 1.3224780559539795e-07,
"cosine": 0.9999999999995303
},
{
"text": "The ransomware encrypts files with AES-256 and demands payment in Bitcoin.",
"emb_diff": 9.313225746154785e-08,
"cosine": 0.9999999999996493
},
{
"text": "Attackers exploited an unpatched SQL injection flaw to exfiltrate the customer database.",
"emb_diff": 1.1175870895385742e-07,
"cosine": 0.9999999999995232
},
{
"text": "The malware establishes persistence through a registry run key and contacts a command-and-control server.",
"emb_diff": 8.754432201385498e-08,
"cosine": 0.99999999999969
},
{
"text": "Enable multi-factor authentication and rotate credentials after the breach.",
"emb_diff": 1.1362135410308838e-07,
"cosine": 0.9999999999994309
},
{
"text": "The recipe calls for two cups of flour and a teaspoon of baking soda.",
"emb_diff": 9.313225746154785e-08,
"cosine": 0.9999999999996887
},
{
"text": "The football match ended with a late goal in the second half.",
"emb_diff": 9.778887033462524e-08,
"cosine": 0.9999999999995386
}
],
"cosine_min": 0.9999999999994309
}