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Relatedaide1 byte-level1 detection-bypass1 integrity-monitoring1 language-models1 linux1 multilingual1 text-encoding1

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arXiv cs.AI / cs.LG / cs.CL1d ago

Text encoding changes byte-level language model accuracy by language

Aether uses script-specific encodings with UTF-8 fallback; Chinese and Korean gain, while Georgian and Tamil do not.

language-models utf-8

oss-security20d ago

AIDE 0.16 through 0.19.4 ignores invalid UTF-8 file names

A local user can hide files or directories from the integrity checker; a CVE is still pending.

aide integrity-monitoring

1

oss-securitySep 22, 2026

CVE-2026-87082: Net::IDN::Punycode versions before 2.590 for Perl hang, crash or return a wrong label via unvalidated malformed UTF-8 in encode_punycode

Perl Net::IDN::Punycode before 2.590 can hang, crash, or mislabel malformed UTF-8.

8 sources perl net-idn-encode

2