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Paper Citation Record · LEDGER

Automated email Generation for Targeted Attacks using Natural Language

As of 16 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:1908.06893.

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

pith.paper-citation-record.v1
1908.06893 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:38:11.802868Z

measured 13 of 13 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

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 121fcb4d-dd0a-425e-a963-b1d30af0565e · outbound

This paper cites With the immense boom in usage and adaptation of the Internet, staggering numbers of individuals and organizations have fallen prey to targeted attacks like phishing and pharming.

Automated email Generation for Targeted Attacks using Natural Language With the immense boom in usage and adaptation of the Internet, staggering numbers of individuals and organizations have fallen prey to targeted attacks like phishing and pharming

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:12.021964Z

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=2026-08-14T12:38:11.745555Z digest=sha256:b54e6c4268b0709c052682171f3dca4c315ed12a0f25493198691ed4e48f9eda

Observation f9b9d38a-0c7b-491a-80bc-b4f0a9bdf98f · outbound

This paper cites an unresolved cited work.

Automated email Generation for Targeted Attacks using Natural Language Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:12.006882Z

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=2026-08-14T12:38:11.751164Z digest=sha256:9d2bff46ddafdb43507c850ad01ece5d650b7a24854dcb94a2350482519b13cf

Observation 0aa32bd7-e1f4-49b8-90c1-9999f5bdd3f4 · outbound

This paper cites an unresolved cited work.

Automated email Generation for Targeted Attacks using Natural Language Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:11.992049Z

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=2026-08-14T12:38:11.755822Z digest=sha256:ca2004a2932f486b65faa5f03be1e95ce32d5386215e70cf495f87d0eca938c9

Observation f80932e4-469f-4dff-a340-7d4fd1ddb587 · outbound

This paper cites an unresolved cited work.

Automated email Generation for Targeted Attacks using Natural Language Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:11.978058Z

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=2026-08-14T12:38:11.760508Z digest=sha256:4b9a2287c93aa550c3472bb4e66ca44e4d06fc6e175db3b9a72e4ca3e0407eeb

Observation 3d946db0-cb37-4e0c-9630-22bf9774c9cb · outbound

This paper cites an unresolved cited work.

Automated email Generation for Targeted Attacks using Natural Language Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:11.963927Z

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=2026-08-14T12:38:11.765491Z digest=sha256:5ee91f90d45cc138e90ea378f2a08fa38c1cbea25be2cf889866b35690b3d619

Observation 67a82901-fb0d-407a-8876-b9d46b12a2b5 · outbound

This paper cites an unresolved cited work.

Automated email Generation for Targeted Attacks using Natural Language Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:11.949416Z

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=2026-08-14T12:38:11.770023Z digest=sha256:731236c032218c259e8e8e68f355adabb6f08c37d6e4f35ff1cf9a38d45311fa

Observation 6dabc34a-8483-4b9b-ba10-8b77e3c5a9cf · outbound

This paper cites Despite the development of a large number of phishing detection tools, many victims are still falling prey to these attacks.

Automated email Generation for Targeted Attacks using Natural Language Despite the development of a large number of phishing detection tools, many victims are still falling prey to these attacks

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:11.934635Z

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=2026-08-14T12:38:11.774524Z digest=sha256:4fd8a080453c990463be83643801f7aafc67b6fd500eceb9dd7bd72d81457a16

Observation f061a46f-f078-4a4e-887c-8597f91c7363 · outbound

This paper cites We de- scribe the nature and source of the training and evaluation data in Section 3.1.

Automated email Generation for Targeted Attacks using Natural Language We de- scribe the nature and source of the training and evaluation data in Section 3.1

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:11.919039Z

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=2026-08-14T12:38:11.779167Z digest=sha256:59aed56f8995ef18a5c102df66c2ab2b8c624e2141ff9c9d68f8c974dec49ce5

Observation 845f90ba-e852-44d0-9478-acd4d1fa9c18 · outbound

This paper cites Malicious dataset.

Automated email Generation for Targeted Attacks using Natural Language Malicious dataset

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:11.904323Z

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=2026-08-14T12:38:11.783565Z digest=sha256:db7c8cf916317f94b7c90fc06a4f07706e5c5e977740bbb347318aba024c4e72

Observation fe62f6c4-01a0-4257-93f1-293065137cc7 · outbound

This paper cites We give examples of the email text generated with various training models and varying temperatures.

Automated email Generation for Targeted Attacks using Natural Language We give examples of the email text generated with various training models and varying temperatures

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:11.889576Z

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=2026-08-14T12:38:11.788550Z digest=sha256:0db86f06793e94ef60e0fbcdb2c567fdbe87ae4cd684ce3cf5d317214fc3f4ac

Observation ddbc70c2-fbbd-4d9f-98ed-d5aba99103ec · outbound

This paper cites First, the text generated by multiple RNN models suffer from repetitive tags and words.

Automated email Generation for Targeted Attacks using Natural Language First, the text generated by multiple RNN models suffer from repetitive tags and words

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:11.873122Z

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=2026-08-14T12:38:11.793710Z digest=sha256:64d889c2aaeafe80e60b761d603efab1da6d5a6844b54b2ba63cca28459f99b0

Observation 91c6deee-0a59-4938-b229-32c72fa976ba · outbound

This paper cites We de- signed an RNN based text generation system for generating targeted attack emails which is a challenging task in itself and a novel approach to the best of our knowledge.

Automated email Generation for Targeted Attacks using Natural Language We de- signed an RNN based text generation system for generating targeted attack emails which is a challenging task in itself and a novel approach to the best of our knowledge

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:11.857268Z

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=2026-08-14T12:38:11.798239Z digest=sha256:96566f9de75a28ac012f09ef0582dcceb21891cefb723d1ff46a2e9eddf685ae

Observation b0be74c5-b445-40b2-b7d3-80104fdde9ff · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Automated email Generation for Targeted Attacks using Natural Language Adam: A Method for Stochastic Optimization

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:11.802868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:38:11.802868Z digest=sha256:a056b451156e21f18b976723c0568821e520f1b155411cf00b67f97cec5e2b3f

Pith citing papers

No inbound Pith citation observations are available.