Datasets:

nuhmanpk
/

cybersecurity-controls-instructions

messages listlengths 3 3	prompt_id stringclasses 6 values	source stringclasses 56 values	source_url stringclasses 56 values	publisher stringclasses 1 value	topic stringclasses 56 values	chunk_id int64 1 512	chunk_sha1 stringlengths 16 16	text stringlengths 1.17k 5.21k	n_tokens int64 269 2.03k
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	lifecycle	nist_sp_800_193.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-193.pdf	NIST	platform firmware resiliency	29	1d58fe05e6263d55	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	824
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	checklist	nist_sp_800_53r5.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r5.pdf	NIST	security and privacy controls	280	d0960d0d38488953	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	891
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	summary	nist_sp_800_121r2.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-121r2.pdf	NIST	Bluetooth security	26	336934ef21a95a90	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	796
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	summary	nist_sp_800_53r5.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r5.pdf	NIST	security and privacy controls	46	5ff98890adbff091	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	801
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	summary	nist_sp_800_57pt1r5.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-57pt1r5.pdf	NIST	key management general guidance	165	fd5b9c17a8321c40	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	368
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	summary	nist_sp_800_163r1.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-163r1.pdf	NIST	mobile application vetting	27	7169133c9cb0e1b3	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	810
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	facts	nist_sp_800_81_2.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-81-2.pdf	NIST	secure DNS deployment	95	309799a761f471a9	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	836
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	facts	nist_sp_800_161r1.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-161r1.pdf	NIST	cybersecurity supply chain risk management	114	7e14488212dead96	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	898
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	summary	nist_sp_800_207a.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-207A.pdf	NIST	zero trust access control in cloud-native applications	2	baf037774dd2ebe3	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	888
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	facts	nist_sp_800_133r2.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-133r2.pdf	NIST	cryptographic key generation	3	a6cc9daa63cf7e5d	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	901
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	facts	nist_sp_800_172.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-172.pdf	NIST	enhanced security requirements for CUI	23	06215ebdf288eb7f	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	867
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	facts	nist_fips_199.pdf	https://nvlpubs.nist.gov/nistpubs/FIPS/NIST.FIPS.199.pdf	NIST	security categorization of federal information	3	b81e74a6b05c91db	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	794
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	checklist	nist_sp_800_152.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-152.pdf	NIST	cryptographic key management systems	69	8a114aa73b03c457	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	850
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	checklist	nist_sp_800_53b.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53B.pdf	NIST	control baselines for information systems	28	b57ebcc4f3a61246	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	1,146
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	lifecycle	nist_sp_800_177r1.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-177r1.pdf	NIST	trustworthy email	78	5dbb5c58a4e76d30	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	811
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	checklist	nist_sp_800_172a.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-172A.pdf	NIST	assessing enhanced CUI security requirements	11	7d8c3cbdccd6a22e	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	821
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	facts	nist_sp_800_81_2.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-81-2.pdf	NIST	secure DNS deployment	5	87e0fd1fd3526c5d	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	731
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	facts	nist_sp_800_56cr2.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-56Cr2.pdf	NIST	key derivation methods	2	34756f6424345d83	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	1,045
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	lifecycle	nist_sp_800_82r3.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-82r3.pdf	NIST	operational technology security	142	92bda1a6f33bbed1	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	668
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	checklist	nist_sp_800_161r1.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-161r1.pdf	NIST	cybersecurity supply chain risk management	188	7ccb1663285ad5e6	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	1,103
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	summary	nist_sp_800_126r3.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-126r3.pdf	NIST	the security content automation protocol	30	a707ab7236287fdf	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	855
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	facts	nist_sp_800_82r3.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-82r3.pdf	NIST	operational technology security	76	1d1312b51b1ed762	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	735
[ { "role": "system", "content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so...	rationale	nist_sp_800_57pt1r5.pdf	https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-57pt1r5.pdf	NIST	key management general guidance	151	1ca3c26cc15fee3f	<\|im_start\|>system You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so.<\|im_end\|> <\|im_start\|>u...	697

End of preview. Expand in Data Studio

Cybersecurity Controls Instructions

Security control, incident response and risk management guidance from NIST Special Publications, turned into instruction-following examples.

Splits

split	rows	source documents
train	13,106	56
validation	4,840	18
test	5,697	18

Splits are held out by source document. Every chunk yields several instruction rows, so a random row-level split would place the same passage in train and test; whole documents are held out instead, and a chunk_sha1 assertion enforces it.

Format

messages is ready for chat-template training; text holds the same conversation already rendered with the unsloth/Qwen3-1.7B template. Every row is measured with that tokenizer and rows above 4,096 tokens are excluded, so nothing is silently truncated.

from datasets import load_dataset
ds = load_dataset("nuhmanpk/cybersecurity-controls-instructions")

Prompt templates

template	train rows
`summary`	3,423
`facts`	3,302
`checklist`	3,039
`lifecycle`	2,042
`rationale`	770
`definition`	530

Sources

file	publisher	url
`nist_sp_800_12r1.pdf`	NIST	link
`nist_sp_800_37r2.pdf`	NIST	link
`nist_sp_800_137a.pdf`	NIST	link
`nist_sp_800_160v1r1.pdf`	NIST	link
`nist_sp_800_160v2r1.pdf`	NIST	link
`nist_sp_800_221.pdf`	NIST	link
`nist_sp_800_221a.pdf`	NIST	link
`nist_sp_800_53r5.pdf`	NIST	link
`nist_sp_800_53ar5.pdf`	NIST	link
`nist_sp_800_53b.pdf`	NIST	link
`nist_sp_800_171r3.pdf`	NIST	link
`nist_sp_800_171ar3.pdf`	NIST	link
`nist_sp_800_172.pdf`	NIST	link
`nist_sp_800_172a.pdf`	NIST	link
`nist_sp_800_55v1.pdf`	NIST	link
`nist_sp_800_55v2.pdf`	NIST	link
`nist_sp_800_61r3.pdf`	NIST	link
`nist_sp_800_83r1.pdf`	NIST	link
`nist_sp_800_101r1.pdf`	NIST	link
`nist_sp_800_184.pdf`	NIST	link
`nist_sp_800_63_3.pdf`	NIST	link
`nist_sp_800_63a.pdf`	NIST	link
`nist_sp_800_63b.pdf`	NIST	link
`nist_sp_800_63c.pdf`	NIST	link
`nist_sp_800_116r1.pdf`	NIST	link
`nist_sp_800_162.pdf`	NIST	link
`nist_sp_800_178.pdf`	NIST	link
`nist_sp_800_207.pdf`	NIST	link
`nist_sp_800_207a.pdf`	NIST	link
`nist_sp_800_210.pdf`	NIST	link
`nist_sp_800_57pt1r5.pdf`	NIST	link
`nist_sp_800_57pt2r1.pdf`	NIST	link
`nist_sp_800_57pt3r1.pdf`	NIST	link
`nist_sp_800_56ar3.pdf`	NIST	link
`nist_sp_800_56br2.pdf`	NIST	link
`nist_sp_800_56cr2.pdf`	NIST	link
`nist_sp_800_131ar2.pdf`	NIST	link
`nist_sp_800_133r2.pdf`	NIST	link
`nist_sp_800_130.pdf`	NIST	link
`nist_sp_800_152.pdf`	NIST	link
`nist_sp_800_175br1.pdf`	NIST	link
`nist_sp_800_185.pdf`	NIST	link
`nist_sp_800_208.pdf`	NIST	link
`nist_sp_800_52r2.pdf`	NIST	link
`nist_sp_800_77r1.pdf`	NIST	link
`nist_sp_800_81_2.pdf`	NIST	link
`nist_sp_800_177r1.pdf`	NIST	link
`nist_sp_800_189.pdf`	NIST	link
`nist_sp_800_215.pdf`	NIST	link
`nist_sp_800_46r2.pdf`	NIST	link
`nist_sp_800_114r1.pdf`	NIST	link
`nist_sp_800_121r2.pdf`	NIST	link
`nist_sp_800_124r2.pdf`	NIST	link
`nist_sp_800_163r1.pdf`	NIST	link
`nist_sp_800_187.pdf`	NIST	link
`nist_sp_800_40r4.pdf`	NIST	link
`nist_sp_800_70r4.pdf`	NIST	link
`nist_sp_800_125a.pdf`	NIST	link
`nist_sp_800_126r3.pdf`	NIST	link
`nist_sp_800_128.pdf`	NIST	link
`nist_sp_800_167.pdf`	NIST	link
`nist_sp_800_190.pdf`	NIST	link
`nist_sp_800_193.pdf`	NIST	link
`nist_sp_800_219r1.pdf`	NIST	link
`nist_sp_800_204.pdf`	NIST	link
`nist_sp_800_204a.pdf`	NIST	link
`nist_sp_800_204b.pdf`	NIST	link
`nist_sp_800_204c.pdf`	NIST	link
`nist_sp_800_209.pdf`	NIST	link
`nist_sp_800_161r1.pdf`	NIST	link
`nist_sp_800_216.pdf`	NIST	link
`nist_sp_800_218.pdf`	NIST	link
`nist_sp_800_66r2.pdf`	NIST	link
`nist_sp_800_82r3.pdf`	NIST	link
`nist_sp_800_150.pdf`	NIST	link
`nist_sp_800_181r1.pdf`	NIST	link
`nist_sp_800_183.pdf`	NIST	link
`nist_sp_800_188.pdf`	NIST	link
`nist_sp_800_213.pdf`	NIST	link
`nist_sp_800_50r1.pdf`	NIST	link
`nist_sp_800_47r1.pdf`	NIST	link
`nist_sp_800_88r2.pdf`	NIST	link
`nist_fips_199.pdf`	NIST	link
`nist_fips_200.pdf`	NIST	link
`nist_fips_140_3.pdf`	NIST	link
`nist_fips_180_4.pdf`	NIST	link
`nist_fips_186_5.pdf`	NIST	link
`nist_fips_197.pdf`	NIST	link
`nist_fips_198_1.pdf`	NIST	link
`nist_fips_202.pdf`	NIST	link
`nist_cswp_29.pdf`	NIST	link
`nist_cswp_20.pdf`	NIST	link

Limitations

Answers are extracted from the excerpt shown in each prompt and inherit any PDF text-extraction errors. Rows failing automated quality checks were dropped, but the dataset has not been exhaustively human-reviewed. Not a substitute for real-time instructions from local authorities during an actual emergency.