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GHSA-9c54-gxh7-ppjc: Local Deep Research is Vulnerable to Server-Side Request Forgery (SSRF) in Download Service

## Summary The download service (`download_service.py`) makes HTTP requests using raw `requests.get()` without utilizing the application's SSRF protection (`safe_requests.py`). This can allow attackers to access internal services and attempt to reach cloud provider metadata endpoints (AWS/GCP/Azure), as well as perform internal network reconnaissance, by submitting malicious URLs through the API, depending on the deployment and surrounding controls. **CWE**: CWE-918 (Server-Side Request Forgery) --- ## Details ### Vulnerable Code Location **File**: `src/local_deep_research/research_library/services/download_service.py` The application has proper SSRF protection implemented in `security/safe_requests.py` and `security/ssrf_validator.py`, which blocks: - Loopback addresses (127.0.0.0/8) - Private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16) - AWS metadata endpoint (169.254.169.254) - Link-local addresses However, `download_service.py` bypasses this protection by using ra...

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Amazon Fends Off 1,800 Suspected DPRK IT Job Scammers

The tech giant has been beset by a deluge of state-sponsored North Korean operatives, showcasing the sheer scale of the IT worker scam problem.

Two Chrome Extensions Caught Secretly Stealing Credentials from Over 170 Sites

Cybersecurity researchers have discovered two malicious Google Chrome extensions with the same name and published by the same developer that come with capabilities to intercept traffic and capture user credentials. The extensions are advertised as a "multi-location network speed test plug-in" for developers and foreign trade personnel. Both the browser add-ons are available for download as of

Here’s What’s in the DOJ’s Epstein File Release—and What’s Missing

From photos of former president Bill Clinton to images of strange scrapbooks, the Justice Department’s release is curious but far from revelatory.

Russia-Linked Hackers Use Microsoft 365 Device Code Phishing for Account Takeovers

A suspected Russia-aligned group has been attributed to a phishing campaign that employs device code authentication workflows to steal victims' Microsoft 365 credentials and conduct account takeover attacks. The activity, ongoing since September 2025, is being tracked by Proofpoint under the moniker UNK_AcademicFlare. The attacks involve using compromised email addresses belonging to government

Keyboard Lag Leads Amazon to North Korean Impostor in Remote Role

Amazon Security Chief explains how a subtle keyboard delay exposed a North Korean impostor. Read about the laptop farm scheme and how 110 milliseconds of lag ended a major corporate infiltration.

GHSA-x8cp-jf6f-r4xh: AWS SDK for PHP's S3 Encryption Client has a Key Commitment Issue

## Summary S3 Encryption Client for PHP is an open-source client-side encryption library used to facilitate writing and reading encrypted records to S3. When the encrypted data key (EDK) is stored in an "Instruction File" instead of S3's metadata record, the EDK is exposed to an "Invisible Salamanders" attack (https://eprint.iacr.org/2019/016), which could allow the EDK to be replaced with a new key. ## Impact ### Background - Key Commitment There is a cryptographic property whereby under certain conditions, a single ciphertext can be decrypted into 2 different plaintexts by using different encryption keys. To address this issue, strong encryption schemes use what is known as "key commitment", a process by which an encrypted message can only be decrypted by one key; the key used to originally encrypt the message. In older versions of S3EC, when customers are also using a feature called "Instruction File" to store EDKs, key commitment is not implemented because multiple EDK...

GHSA-2xgq-q749-89fq: AWS SDK for Ruby's S3 Encryption Client has a Key Commitment Issue

## Summary S3 Encryption Client for Ruby is an open-source client-side encryption library used to facilitate writing and reading encrypted records to S3. When the encrypted data key (EDK) is stored in an "Instruction File" instead of S3's metadata record, the EDK is exposed to an "Invisible Salamanders" attack (https://eprint.iacr.org/2019/016), which could allow the EDK to be replaced with a new key. ## Impact ### Background - Key Commitment There is a cryptographic property whereby under certain conditions, a single ciphertext can be decrypted into 2 different plaintexts by using different encryption keys. To address this issue, strong encryption schemes use what is known as "key commitment", a process by which an encrypted message can only be decrypted by one key; the key used to originally encrypt the message. In older versions of S3EC, when customers are also using a feature called "Instruction File" to store EDKs, key commitment is not implemented because multiple ED...

GHSA-3g75-q268-r9r6: Amazon S3 Encryption Client has a Key Commitment Issue

## Summary S3 Encryption Client for Go is an open-source client-side encryption library used to facilitate writing and reading encrypted records to S3. When the encrypted data key (EDK) is stored in an "Instruction File" instead of S3's metadata record, the EDK is exposed to an "Invisible Salamanders" attack (https://eprint.iacr.org/2019/016), which could allow the EDK to be replaced with a new key. ## Impact ### Background - Key Commitment There is a cryptographic property whereby under certain conditions, a single ciphertext can be decrypted into 2 different plaintexts by using different encryption keys. To address this issue, strong encryption schemes use what is known as "key commitment", a process by which an encrypted message can only be decrypted by one key; the key used to originally encrypt the message. In older versions of S3EC, when customers are also using a feature called "Instruction File" to store EDKs, key commitment is not implemented because multiple EDK...