Paper Citation Record · LEDGER

Obfuscated Activations Bypass LLM Latent-Space Defenses

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2412.09565.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.09565 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:30.275006Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5149911b-abee-4c46-9cbc-ff6d294fcf87 · inbound

Beyond Black-Box Obfuscation: Mechanistic Analysis and Defense of White-Box Monitors cites this paper.

Beyond Black-Box Obfuscation: Mechanistic Analysis and Defense of White-Box Monitors Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:30.275006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f01be2eb-e74d-4b8f-9da1-cc63708d255d · inbound

Benchmarking Misuse Mitigation Against Covert Adversaries cites this paper.

Benchmarking Misuse Mitigation Against Covert Adversaries Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:32:14.724366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7993807-29b9-48f0-8d70-8d292f805944 · inbound

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems cites this paper.

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T17:46:12.058846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a9af66-5191-471a-93b5-341c475e8be1 · inbound

Adaptively Robust LLM Monitoring via Activation Watermarking cites this paper.

Adaptively Robust LLM Monitoring via Activation Watermarking Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T17:39:41.404497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f76f3ef-2629-44f6-9793-bb977860a5e1 · inbound

How Language Models Process Out-of-Distribution Inputs: A Two-Pathway Framework cites this paper.

How Language Models Process Out-of-Distribution Inputs: A Two-Pathway Framework Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:31:20.974832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1055259d-3caf-4889-b05b-f6b58a07d7bb · inbound

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations cites this paper.

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:17:56.463644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4279c4b0-7e2d-4e2c-890f-fa7e9480e83a · inbound

Pressure-Testing Deception Probes in LLMs: Scaling, Robustness, and the Geometry of Deceptive Representations cites this paper.

Pressure-Testing Deception Probes in LLMs: Scaling, Robustness, and the Geometry of Deceptive Representations Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:43:25.519189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 194e3e3a-075a-4ea0-aec6-f7a04bf0650a · inbound

When Behavioral Safety Evaluation Fails: A Representation-Level Perspective cites this paper.

When Behavioral Safety Evaluation Fails: A Representation-Level Perspective Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T20:57:23.093705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 91e4960d-93a5-4b8a-babc-a4acafe21e27 · inbound

PRISM: Recovering Instruction Sets from Language Model Activations cites this paper.

PRISM: Recovering Instruction Sets from Language Model Activations Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:57:30.654273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a1c880b8-3b52-4ca2-a2af-03007f1531cf · inbound

Anatomy of Post-Training: Using Interpretability to Characterize Data and Shape the Learning Signal cites this paper.

Anatomy of Post-Training: Using Interpretability to Characterize Data and Shape the Learning Signal Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 170

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:07:47.924841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48df94a6-2358-4964-b02f-611e4753c21f · inbound

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier cites this paper.

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 104

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T08:57:48.255219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3ecf09f9-6aba-4b0c-aa42-7b87e27aba39 · inbound

GDM AI Control Roadmap cites this paper.

GDM AI Control Roadmap Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T06:53:50.342415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.