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Paper Citation Record · LEDGER

On Jailbreaking Quantized Language Models Through Fault Injection Attacks

As of 15 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.03236.

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

pith.paper-citation-record.v1
2507.03236 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:22:11.256875Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2444b141-e9dc-44e6-8e25-153cd9803bdc · outbound

This paper cites The consequences of generative ai for online knowledge communities.Scientific Reports, 14(1):10413, 2024.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks The consequences of generative ai for online knowledge communities.Scientific Reports, 14(1):10413, 2024

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:13.556760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:09.932921Z digest=sha256:3a1bda4b12efd461464b3e890b590371a132b4f2fcb0710c490f5b56b8a7797b

Observation 5eb3042e-3ef3-4fd9-a65f-584a468ba963 · outbound

This paper cites The future of search: Ai-driven disruption and diversification.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks The future of search: Ai-driven disruption and diversification

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:13.291416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.050257Z digest=sha256:be3a5e346f4b558924b585630f0563ffa071091def2fc82b138ba650220144fc

Observation fb018962-e8bf-429b-a927-13ae909c672f · outbound

This paper cites A comprehensive survey of llm alignment techniques: Rlhf, rlaif, ppo, dpo and more, 2024.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks A comprehensive survey of llm alignment techniques: Rlhf, rlaif, ppo, dpo and more, 2024

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T20:22:10.140257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:22:10.140257Z digest=sha256:f6a6dc65caf9aad7dcf647e39d287d68a986d77abe6f993bbd78a81d58d809d4

Observation fafb3a37-0571-4096-8a32-ade293df2365 · outbound

This paper cites Jailbreak attacks and defenses against large language models: A survey, 2024.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Jailbreak attacks and defenses against large language models: A survey, 2024

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:13.119204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.256722Z digest=sha256:a11d8b93181eee4337f3aec32479de37c2d76fc2b504be7d4f98c536d4e0fbf4

Observation ce0a8ccf-997d-4780-bb7c-aef5cbb0e006 · outbound

This paper cites An adversarial perspective on machine unlearning for ai safety, 2025.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks An adversarial perspective on machine unlearning for ai safety, 2025

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:12.926436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.322941Z digest=sha256:6cb7a712812ecae43c0d6de2bd52828a336fef23fe62e4e1a0aae8a2fc40212f

Observation fee9fe4d-1b8d-4843-a33d-825c0b45873b · outbound

This paper cites Understanding gpu memory corruption at extreme scale: The summit case study.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Understanding gpu memory corruption at extreme scale: The summit case study

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:12.740758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.411731Z digest=sha256:9bc3746d337e115a6f60b4c841991213af4ea8445bbe26f1c00585653626c98f

Observation b12e902e-a8bb-41f6-a3eb-950d24ac6555 · outbound

This paper cites Machine learning and hardware security: Challenges and opportunities.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Machine learning and hardware security: Challenges and opportunities

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:12.506094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.529362Z digest=sha256:a72a8cb8a590a9cb77a3f400ad7f317227e40fe15a5f14328fa6ec5423a2560b

Observation dbef85f3-91ad-4b90-8d38-f32d3426a97d · outbound

This paper cites Revisiting rowhammer: An experimental analysis of modern dram devices and mitigation techniques.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Revisiting rowhammer: An experimental analysis of modern dram devices and mitigation techniques

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:12.340977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.617715Z digest=sha256:07d13dcb09160b2732357b6dffd14971f06a4e8eb776196ac85db638796768a3

Observation 87928fa4-3043-4212-b97e-861ff805e4d1 · outbound

This paper cites Flipping bits in memory without accessing them: An experimental study of dram disturbance errors.ACM SIGARCH Computer Architecture News, 42(3):361–372, 2014.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Flipping bits in memory without accessing them: An experimental study of dram disturbance errors.ACM SIGARCH Computer Architecture News, 42(3):361–372, 2014

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:12.117315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.663527Z digest=sha256:3e27a0e16ab11b35fba09b8cc9b870ec5d132cce061661d3e29c1ee857f24e67

Observation 4de2c09a-a3d0-488b-8311-0c23b53096d5 · outbound

This paper cites Bit-flip attack: Crushing neural network with progressive bit search.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Bit-flip attack: Crushing neural network with progressive bit search

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:11.944567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.723085Z digest=sha256:2bedb15cac54c2c16359eea9cf0d85f6d6a1b1630e3968d3b3d76c79cd2e98ea

Observation 674f63f3-6c8a-4007-9e94-eca4dbfa6261 · outbound

This paper cites T-bfa: Targeted bit-flip adversarial weight attack.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(11):7928–7939, 2022.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks T-bfa: Targeted bit-flip adversarial weight attack.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(11):7928–7939, 2022

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:11.856387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.779176Z digest=sha256:f33573f2fe8ab1c31737eea3dadfec6fdaa3c467ffc11d2a3b308026bacb3ff4

Observation e1f67347-08da-487f-b158-a066c79754a9 · outbound

This paper cites Proflip: Targeted trojan attack with progressive bit flips.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Proflip: Targeted trojan attack with progressive bit flips

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:11.725836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.830039Z digest=sha256:050be2d2c6894e8d69ec95ac87ff30d5aba7b5de5d4934d0495a79e71467e3c6

Observation afcfc498-1fd1-4f64-9bcd-ba7ef3fce2d3 · outbound

This paper cites Prisonbreak: Jailbreaking large language models with fewer than twenty-five targeted bit-flips.arXiv preprint arXiv:2412.07192, 2024.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Prisonbreak: Jailbreaking large language models with fewer than twenty-five targeted bit-flips.arXiv preprint arXiv:2412.07192, 2024

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T20:22:10.888237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:22:10.888237Z digest=sha256:534daface39dbcb5d05071f443fee054b362bf17ffb65a01cf469c3f03ea0030

Observation 6e57f4ec-4bae-48cd-8958-37718dbd12a9 · outbound

This paper cites A comprehensive study on quantization techniques for large language models, 2024.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks A comprehensive study on quantization techniques for large language models, 2024

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:22:11.589795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T20:22:10.940217Z digest=sha256:99ced1d1ef1a74f7642a51ad09c77c7252319047879ac33957ce52ea08033ecc

Observation 7b49c568-58ae-45d9-827e-201450758cab · outbound

This paper cites Zico Kolter, and Matt Fredrikson.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Zico Kolter, and Matt Fredrikson

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T20:22:10.991385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:22:10.991385Z digest=sha256:986b2b6b645dc44bab9d2c49157ab52cb8f46c3119da84427544155a9ea17c30

Observation 989f2a7e-faa3-4faa-8c62-acd241278ddb · outbound

This paper cites Estimating or propagating gradients through stochastic neurons for conditional computation, 2013.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Estimating or propagating gradients through stochastic neurons for conditional computation, 2013

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T20:22:11.035811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:22:11.035811Z digest=sha256:001e039aa7a3f88afa0a6e34d16eedf31608c6f09b46c7186cc441b62312fb41

Observation 8e9e7816-b4b5-4dfd-bbb5-fd1b3cd93944 · outbound

This paper cites an unresolved cited work.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T20:22:11.074924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:22:11.074924Z digest=sha256:16464f9ba2b804b026058cb6a86ebd99ea227f59dc7e309524def9f9acd63d0d

Observation 2acd3494-5dbb-4db6-9ba1-4f23d56de274 · outbound

This paper cites Harmbench: A standardized evaluation framework for automated red teaming and robust refusal, 2024.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks Harmbench: A standardized evaluation framework for automated red teaming and robust refusal, 2024

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T20:22:11.141764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:22:11.141764Z digest=sha256:7b9cfbf3615dfeb1a12a9ed7b047a5eb7664e7979b448913acb95a9e800bc041

Observation d555490d-9dad-4221-9b85-4449679652a8 · outbound

This paper cites The Llama 3 Herd of Models.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks The Llama 3 Herd of Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T20:22:11.204308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:22:11.204308Z digest=sha256:cb097c68e711c53ce4058abbb99f7309af4c225dc2505f5e49df4576eef6cb57

Observation ec937955-6bdb-4af2-b975-258b588a0278 · outbound

This paper cites WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models.

On Jailbreaking Quantized Language Models Through Fault Injection Attacks WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T20:22:11.256875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:22:11.256875Z digest=sha256:2e2618d8ccf556e5e043ee59f49ce0bacecec05ed1600a48636e53909fdb962d

Pith citing papers

No inbound Pith citation observations are available.