CVE-2026-22778

[vllm] vLLM RCE In Video Processing

Verified by Precogs Threat Research
Last Updated: Feb 2, 2026
Base Score
9.5CRITICAL

Executive Summary

CVE-2026-22778 is a critical severity vulnerability affecting binary-analysis, pii-secrets, ai-code, appsec. It is classified as Heap-based Buffer Overflow. Ensure your systems and dependencies are patched immediately to mitigate exposure risks.

Precogs AI Insight

"The defect is inherently caused by within the affected component, allowing bypassed validation checks on external interactions. In practice, this allows unauthorized actors to escalate their own privileges to administrative levels without proper credentials. The Precogs Binary SAST engine detects such memory corruption vulnerabilities to prevent unauthorized logical exploitation."

Exploit Probability (EPSS)
Low (0.1%)
Public POC
Available
Exploit Probability
High (84%)
Public POC
Available
Affected Assets
binary analysispii secretsai codeappsecCWE-122

What is this vulnerability?

CVE-2026-22778 is categorized as a critical Buffer Overflow flaw. Based on our vulnerability intelligence, this issue occurs when the application fails to securely handle untrusted data boundaries.

Summary

A chain of vulnerabilities in vLLM allow Remote Code Execution (RCE):

  1. Info Leak - PIL error messages expose memory addresses, b.

This architectural defect enables adversaries to bypass intended security controls, directly manipulating the application's execution state or data layer. Immediate strategic intervention is required.

Risk Assessment

MetricValue
CVSS Base Score9.5 (CRITICAL)
Vector StringN/A
PublishedFebruary 2, 2026
Last ModifiedFebruary 2, 2026
Related CWEsCWE-122, CWE-532

Impact on Systems

Remote Code Execution: Attackers can overwrite the instruction pointer (EIP/RIP) to redirect execution to malicious shellcode.

Memory Corruption: Overwriting adjacent memory regions can corrupt critical application state, leading to unpredictable privilege escalation.

Denial of Service: Triggering segmentation faults and kernel panics results in immediate disruption of critical systems.

How to fix this issue?

Implement the following strategic mitigations immediately to eliminate the attack surface.

1. Memory-Safe Languages Where possible, migrate critical parsing logic to memory-safe languages like Rust or Go.

2. Safe Standard Libraries Replace unbounded C functions (strcpy, sprintf) with boundary-checking equivalents (strncpy, snprintf).

3. Compiler Defenses Ensure software is compiled with modern defensive flags: ASLR, DEP/NX, Stack Canaries (SSP), and Position Independent Executables (PIE).

Vulnerability Signature

// Vulnerable C Function
void parse_network_packet(char *untrusted_data) \{
    char local_buffer[128];
    // VULNERABLE: strcpy does not verify the length of the source data
    strcpy(local_buffer, untrusted_data);
    printf("Packet Processed.");
\}

// EXPLOIT PAYLOAD: 128 bytes of padding + [Overwrite EIP Address]

References and Sources

Vulnerability Code Signature

Attack Data Flow

StageDetail
SourceNetwork packet or file input
VectorData exceeds the allocated buffer bounds during a copy operation on the heap
Sinkstrcpy(), memcpy(), or pointer arithmetic
ImpactMemory corruption, Remote Code Execution (RCE)

Vulnerable Code Pattern

// ❌ VULNERABLE: Heap-based Buffer Overflow
void process_data(char *input) {
    char *buffer = malloc(64);
    // Taint sink: copies without bounds checking
    strcpy(buffer, input);
}

Secure Code Pattern

// ✅ SECURE: Bounded copy
void process_data(char *input) {
    char *buffer = malloc(64);
    if (buffer != NULL) {
        // Sanitized boundary check
        strncpy(buffer, input, 63);
        buffer[63] = '\0';
    }
}

How Precogs Detects This

Precogs Binary SAST engine explicitly uncovers memory boundary violations and unsafe memory management functions in compiled binaries.\n

Related Vulnerabilitiesvia CWE-122

Is your system affected?

Precogs AI detects CVE-2026-22778 in compiled binaries, LLMs, and application layers — even without source code access.