Datasets:

electricsheepafrica
/

africa-api-security-dataset

api_id large_string	api_name large_string	base_url large_string	auth_method large_string	has_rate_limiting int64	rate_limit_requests int64	has_input_validation int64	has_output_encoding int64	exposes_sensitive_data int64	has_logging int64	has_versioning int64	has_cors_policy int64	cors_allow_all int64	has_waf int64	has_rate_limit_by_ip int64	max_payload_size_mb int64	token_expiry_minutes int64	uses_jwt int64	jwt_weak_alg int64	has_api_gateway int64	exposes_internal_errors int64	deprecated_endpoints int64	undocumented_endpoints int64	label int64	is_synthetic int64	auth_strength_score int64	jwt_strong int64	rate_limit_loose int64	has_any_rate_limit int64	input_output_secure int64	any_exposure int64	cors_restrictive int64	long_token_expiry int64	no_token_expiry int64	payload_size_unlimited int64	payload_size_excessive int64	total_endpoint_debt int64	has_deprecated int64	has_undocumented int64	high_endpoint_debt int64	auth_completeness int64	defense_depth int64	exposure_risk int64	posture_score int64
API01501	SearchService	http://api.example.com/v1	Basic	0	0	1	1	1	0	0	1	1	0	1	0	10,080	0	0	0	1	6	23	1	1	1	0	0	1	1	1	0	1	0	1	0	29	1	1	1	0	2	9	-7
API02586	FileUploadAPI	http://api.example.com/v1	Basic	1	55,257	0	0	1	0	0	0	0	0	0	500	0	0	0	0	1	3	26	1	1	1	0	1	1	0	1	0	0	1	0	1	29	1	1	1	0	2	7	-5
API02653	BillingService	http://legacy.corp.local/v1	null	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	10	5	1	1	0	0	0	0	0	1	0	0	1	1	0	15	1	1	1	0	0	11	-11
API01055	RecommendationAPI	http://staging.app.io/v1	null	0	0	0	0	1	0	1	0	0	0	0	1,000	0	1	1	0	0	10	19	1	1	0	0	0	0	0	1	0	0	1	0	1	29	1	1	1	0	0	7	-7
API00705	ReviewAPI	http://old-platform.com/v1	API Key (query param)	0	0	1	0	1	0	0	0	0	1	0	100	0	0	0	1	1	12	16	1	1	1	0	0	0	0	1	0	0	1	0	0	28	1	1	1	0	6	7	-1
API00106	BillingService	http://staging.app.io/v1	API Key (query param)	0	0	1	0	1	0	0	1	1	0	1	1,000	0	0	0	1	1	7	5	1	1	1	0	0	1	0	1	0	0	1	0	1	12	1	1	1	0	4	9	-5
API00589	PartnerAPI	http://staging.app.io/v1	null	0	0	0	0	0	0	0	0	0	1	1	1,000	1,440	1	1	0	0	4	8	1	1	0	0	0	1	0	0	0	0	0	0	1	12	1	1	1	0	2	1	1
API02468	BillingService	http://public-api.org/v1	Basic	0	0	1	0	1	1	0	1	1	0	0	0	10,080	0	0	0	0	6	30	1	1	1	0	0	0	0	1	0	1	0	1	0	36	1	1	1	0	3	9	-6
API02413	ChatService	http://beta.service.cloud/v1	API Key (query param)	0	0	0	1	1	1	0	0	0	0	1	1,000	1,440	0	0	0	1	12	11	1	1	1	0	0	1	0	1	0	0	0	0	1	23	1	1	1	0	1	5	-4
API01600	OrderAPI	http://sandbox.test.net/v1	null	0	0	0	0	0	0	1	0	0	0	1	500	10,080	0	0	0	1	10	27	1	1	0	0	0	1	0	1	0	1	0	0	1	37	1	1	1	0	0	5	-5
API02464	ReviewAPI	http://old-platform.com/v1	null	0	0	0	0	1	0	0	1	1	1	0	500	10,080	0	0	0	1	12	10	1	1	0	0	0	0	0	1	0	1	0	0	1	22	1	1	1	0	2	7	-5
API00228	UserService	http://api.example.com/v1	API Key (query param)	0	0	0	0	1	0	0	1	1	1	0	500	0	1	1	0	1	12	26	1	1	1	0	0	0	0	1	0	0	1	0	1	38	1	1	1	0	2	9	-7
API00915	ChatService	http://legacy.corp.local/v1	null	0	0	1	0	1	1	0	0	0	0	0	0	1,440	0	0	0	0	6	28	1	1	0	0	0	0	0	1	0	0	0	1	0	34	1	1	1	0	3	7	-4
API00794	NotificationService	http://legacy.corp.local/v1	API Key (query param)	0	0	0	0	1	0	0	1	1	0	0	1,000	1,440	0	0	0	1	9	28	1	1	1	0	0	0	0	1	0	0	0	0	1	37	1	1	1	0	0	7	-7
API03021	ReportingAPI	http://staging.app.io/v1	null	1	17,936	0	1	1	0	0	0	0	0	0	500	10,080	0	0	0	1	5	13	1	1	0	0	1	1	0	1	0	1	0	0	1	18	1	1	1	0	2	5	-3
API03543	InventoryAPI	http://staging.app.io/v1	null	0	0	1	1	1	1	0	0	0	0	0	1,000	0	1	1	0	1	10	19	1	1	0	0	0	0	1	1	0	0	1	0	1	29	1	1	1	0	3	7	-4
API01073	PaymentGateway	http://staging.app.io/v1	null	0	0	0	0	1	0	0	0	0	0	1	500	0	1	0	0	0	5	11	1	1	0	1	0	1	0	1	0	0	1	0	1	16	1	1	1	2	0	7	-5
API03351	SearchService	http://staging.app.io/v1	API Key (query param)	0	0	0	0	1	1	1	0	0	0	0	1,000	1,440	0	0	0	1	15	15	1	1	1	0	0	0	0	1	0	0	0	0	1	30	1	1	1	0	1	5	-4
API01744	CatalogAPI	http://old-platform.com/v1	null	0	0	1	0	1	0	0	1	1	0	0	1,000	0	0	0	0	0	2	27	1	1	0	0	0	0	0	1	0	0	1	0	1	29	1	1	1	0	2	9	-7
API01084	AuthService	http://sandbox.test.net/v1	null	0	0	0	1	1	0	0	1	1	0	0	100	0	0	0	0	1	10	12	1	1	0	0	0	0	0	1	0	0	1	0	0	22	1	1	1	0	0	9	-9
API00926	OrderAPI	http://staging.app.io/v1	API Key (query param)	0	0	0	1	1	0	1	0	0	0	0	100	0	1	0	1	1	0	5	1	1	1	1	0	0	0	1	0	0	1	0	0	5	0	1	0	2	2	6	-2
API03049	AuthService	http://old-platform.com/v1	API Key (query param)	0	0	0	0	1	0	0	1	1	0	0	1,000	0	1	1	0	1	14	28	1	1	1	0	0	0	0	1	0	0	1	0	1	42	1	1	1	0	0	9	-9
API01117	FileUploadAPI	http://staging.app.io/v1	null	0	0	0	1	1	1	0	1	0	0	0	0	10,080	0	0	1	1	12	23	1	1	0	0	0	0	0	1	1	1	0	1	0	35	1	1	1	0	3	7	-4
API00642	IntegrationAPI	http://old-platform.com/v1	null	1	12,815	1	1	1	0	1	0	0	0	0	1,000	10,080	0	0	0	1	10	22	1	1	0	0	1	1	1	1	0	1	0	0	1	32	1	1	1	0	4	5	-1
API04767	IntegrationAPI	http://beta.service.cloud/v1	null	1	18,479	0	0	1	1	0	1	1	1	0	0	0	0	0	0	1	4	21	1	1	0	0	1	1	0	1	0	0	1	1	0	25	1	1	1	0	5	11	-6
API00501	FileUploadAPI	http://staging.app.io/v1	null	0	0	0	0	1	0	0	1	1	1	1	500	1,440	0	0	0	0	13	15	1	1	0	0	0	1	0	1	0	0	0	0	1	28	1	1	1	0	2	7	-5
API04066	NotificationService	http://dev.internal.net/v1	API Key (query param)	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	3	5	1	1	1	0	0	0	0	1	0	0	1	1	0	8	1	1	0	0	0	8	-8
API00333	AuthService	http://legacy.corp.local/v1	null	0	0	0	1	1	0	0	0	0	0	1	1,000	1,440	0	0	0	0	3	23	1	1	0	0	0	1	0	1	0	0	0	0	1	26	1	1	1	0	0	5	-5
API04684	AnalyticsAPI	http://beta.service.cloud/v1	null	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	7	26	1	1	0	0	0	1	0	1	0	0	1	1	0	33	1	1	1	0	2	9	-7
API00486	RecommendationAPI	http://beta.service.cloud/v1	API Key (query param)	1	73,083	1	1	1	0	0	0	0	1	1	0	10,080	0	0	1	0	13	21	1	1	1	0	1	1	1	1	0	1	0	1	0	34	1	1	1	0	8	7	1
API01962	WebhookService	http://public-api.org/v1	null	0	0	0	1	1	0	0	0	0	0	0	0	1,440	1	1	0	1	13	18	1	1	0	0	0	0	0	1	0	0	0	1	0	31	1	1	1	0	0	7	-7
API00393	NotificationService	http://api.example.com/v1	API Key (query param)	0	0	0	1	1	0	0	1	1	0	0	500	0	0	0	0	1	3	9	1	1	1	0	0	0	0	1	0	0	1	0	1	12	1	1	1	0	0	9	-9
API04842	InventoryAPI	http://dev.internal.net/v1	null	0	0	0	0	1	0	1	0	0	0	0	500	0	1	1	0	1	15	24	1	1	0	0	0	0	0	1	0	0	1	0	1	39	1	1	1	0	0	7	-7
API04866	PartnerAPI	http://api.example.com/v1	null	0	0	1	0	1	1	0	0	0	0	0	100	10,080	0	0	0	0	10	10	1	1	0	0	0	0	0	1	0	1	0	0	0	20	1	1	1	0	3	5	-2
API01755	UserService	http://legacy.corp.local/v1	null	0	0	1	1	1	1	0	0	0	0	0	1,000	0	0	0	0	1	0	8	1	1	0	0	0	0	1	1	0	0	1	0	1	8	0	1	0	0	3	6	-3
API02515	IntegrationAPI	http://beta.service.cloud/v1	null	0	0	0	0	1	1	0	0	0	0	1	100	1,440	1	1	1	1	1	27	1	1	0	0	0	1	0	1	0	0	0	0	0	28	1	1	1	0	3	5	-2
API03585	ChatService	http://staging.app.io/v1	null	1	40,401	0	0	1	0	0	0	0	1	0	1,000	0	1	1	0	1	4	12	1	1	0	0	1	1	0	1	0	0	1	0	1	16	1	1	1	0	4	7	-3
API04315	ShippingAPI	http://dev.internal.net/v1	null	1	46,180	0	1	0	0	1	1	1	1	0	500	1,440	0	0	0	1	13	20	1	1	0	0	1	1	0	1	0	0	0	0	1	33	1	1	1	0	4	7	-3
API04966	InventoryAPI	http://public-api.org/v1	null	0	0	0	1	1	0	1	0	0	1	0	1,000	0	0	0	0	0	13	9	1	1	0	0	0	0	0	1	0	0	1	0	1	22	1	1	1	0	2	7	-5
API02099	PartnerAPI	http://legacy.corp.local/v1	null	0	0	0	0	1	1	1	1	0	0	0	500	0	1	0	0	1	12	10	1	1	0	1	0	0	0	1	1	0	1	0	1	22	1	1	1	2	1	7	-4
API03599	BillingService	http://api.example.com/v1	API Key (query param)	0	0	0	0	1	0	0	0	0	0	0	100	10,080	0	0	0	0	5	18	1	1	1	0	0	0	0	1	0	1	0	0	0	23	1	1	1	0	0	5	-5
API04121	AuthService	http://sandbox.test.net/v1	null	0	0	0	0	0	1	1	1	0	0	0	0	10,080	0	0	0	0	13	10	1	1	0	0	0	0	0	0	1	1	0	1	0	23	1	1	1	0	1	3	-2
API00029	PartnerAPI	http://dev.internal.net/v1	null	0	0	0	1	0	0	1	0	0	0	0	500	0	0	0	0	0	11	22	1	1	0	0	0	0	0	0	0	0	1	0	1	33	1	1	1	0	0	3	-3
API00065	UserService	http://dev.internal.net/v1	Basic	1	85,156	1	1	1	0	0	0	0	0	0	500	10,080	0	0	0	1	3	12	1	1	1	0	1	1	1	1	0	1	0	0	1	15	1	1	1	0	4	5	-1
API00838	CatalogAPI	http://staging.app.io/v1	null	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	7	29	1	1	0	0	0	0	0	1	0	0	1	1	0	36	1	1	1	0	2	9	-7
API03906	IntegrationAPI	http://old-platform.com/v1	null	0	0	0	0	1	0	0	0	0	0	0	0	1,440	0	0	0	1	6	6	1	1	0	0	0	0	0	1	0	0	0	1	0	12	1	1	1	0	0	7	-7
API03773	ShippingAPI	http://api.example.com/v1	null	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	14	20	1	1	0	0	0	0	0	1	0	0	1	1	0	34	1	1	1	0	2	9	-7
API04635	OrderAPI	http://legacy.corp.local/v1	Basic	1	33,070	1	1	1	0	0	1	1	0	0	1,000	10,080	0	0	0	0	2	17	1	1	1	0	1	1	1	1	0	1	0	0	1	19	1	1	1	0	4	7	-3
API03161	SearchService	http://beta.service.cloud/v1	null	0	0	0	1	1	1	0	0	0	1	0	500	0	1	1	0	0	2	29	1	1	0	0	0	0	0	1	0	0	1	0	1	31	1	1	1	0	3	7	-4
API02659	WebhookService	http://sandbox.test.net/v1	Basic	0	0	0	1	1	0	0	1	0	1	0	1,000	10,080	0	0	0	1	1	26	1	1	1	0	0	0	0	1	1	1	0	0	1	27	1	1	1	0	2	5	-3
API04615	FileUploadAPI	http://beta.service.cloud/v1	null	1	61,911	0	1	1	0	0	1	1	0	0	100	1,440	0	0	0	1	14	11	1	1	0	0	1	1	0	1	0	0	0	0	0	25	1	1	1	0	2	7	-5
API04628	ChatService	http://sandbox.test.net/v1	null	1	72,319	0	1	1	0	0	1	1	1	1	1,000	10,080	1	1	0	1	9	20	1	1	0	0	1	1	0	1	0	1	0	0	1	29	1	1	1	0	4	7	-3
API02451	ReportingAPI	http://staging.app.io/v1	Basic	0	0	1	1	1	0	1	0	0	0	0	0	10,080	0	0	0	0	0	7	1	1	1	0	0	0	1	1	0	1	0	1	0	7	0	1	0	0	2	6	-4
API02846	ChatService	http://beta.service.cloud/v1	null	1	18,357	0	1	0	0	0	0	0	0	0	1,000	1,440	0	0	1	1	11	9	1	1	0	0	1	1	0	1	0	0	0	0	1	20	1	1	1	0	4	5	-1
API01144	BookingAPI	http://api.example.com/v1	API Key (query param)	0	0	0	1	1	1	1	1	1	0	0	0	0	1	1	0	1	3	10	1	1	1	0	0	0	0	1	0	0	1	1	0	13	1	1	1	0	1	11	-10
API03078	FileUploadAPI	http://dev.internal.net/v1	null	1	30,934	0	0	0	0	0	0	0	0	1	0	1,440	0	0	0	0	10	13	1	1	0	0	1	1	0	0	0	0	0	1	0	23	1	1	1	0	2	3	-1
API01103	AuthService	http://api.example.com/v1	null	0	0	0	0	1	1	1	1	1	0	0	1,000	0	1	1	1	0	1	18	1	1	0	0	0	0	0	1	0	0	1	0	1	19	1	1	1	0	3	9	-6
API00168	PaymentGateway	http://old-platform.com/v1	API Key (query param)	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	15	23	1	1	1	0	0	1	0	1	0	0	1	1	0	38	1	1	1	0	2	9	-7
API01670	InventoryAPI	http://staging.app.io/v1	null	0	0	1	1	1	0	0	0	0	0	0	500	10,080	0	0	0	0	13	28	1	1	0	0	0	0	1	1	0	1	0	0	1	41	1	1	1	0	2	5	-3
API02570	InventoryAPI	http://sandbox.test.net/v1	API Key (query param)	1	19,683	1	0	1	1	0	0	0	0	0	500	0	0	0	0	0	11	24	1	1	1	0	1	1	0	1	0	0	1	0	1	35	1	1	1	0	5	7	-2
API02377	UserService	http://public-api.org/v1	null	0	0	0	0	0	0	0	0	0	0	0	500	1,440	0	0	1	1	0	21	1	1	0	0	0	0	0	1	0	0	0	0	1	21	0	1	1	0	2	5	-3
API04395	ChatService	http://api.example.com/v1	API Key (query param)	0	0	1	0	0	1	0	0	0	0	1	500	0	0	0	0	0	1	25	1	1	1	0	0	1	0	0	0	0	1	0	1	26	1	1	1	0	3	3	0
API04257	BillingService	http://old-platform.com/v1	null	0	0	0	0	0	0	0	0	0	0	1	100	10,080	1	1	0	1	4	12	1	1	0	0	0	1	0	1	0	1	0	0	0	16	1	1	1	0	0	5	-5
API03862	NotificationService	http://sandbox.test.net/v1	null	0	0	0	0	1	0	0	1	1	1	0	1,000	0	0	0	1	1	9	22	1	1	0	0	0	0	0	1	0	0	1	0	1	31	1	1	1	0	4	9	-5
API00023	SearchService	http://api.example.com/v1	null	1	38,683	0	1	1	0	0	0	0	1	0	0	1,440	1	1	1	1	5	28	1	1	0	0	1	1	0	1	0	0	0	1	0	33	1	1	1	0	6	7	-1
API02633	AnalyticsAPI	http://staging.app.io/v1	Basic	0	0	0	1	1	0	1	0	0	0	0	0	10,080	0	0	0	1	3	6	1	1	1	0	0	0	0	1	0	1	0	1	0	9	1	1	0	0	0	6	-6
API03340	IntegrationAPI	http://staging.app.io/v1	null	0	0	0	0	1	0	0	1	0	0	0	0	10,080	0	0	0	1	13	7	1	1	0	0	0	0	0	1	1	1	0	1	0	20	1	1	1	0	0	7	-7
API02215	AnalyticsAPI	http://beta.service.cloud/v1	null	1	22,106	1	0	1	0	0	1	1	0	1	0	10,080	0	0	0	1	11	21	1	1	0	0	1	1	0	1	0	1	0	1	0	32	1	1	1	0	4	9	-5
API03682	BillingService	http://old-platform.com/v1	API Key (query param)	0	0	0	0	1	0	0	1	1	0	1	100	0	1	0	0	1	4	29	1	1	1	1	0	1	0	1	0	0	1	0	0	33	1	1	1	2	0	9	-7
API04724	RecommendationAPI	http://public-api.org/v1	null	1	85,424	0	0	1	0	0	1	0	1	0	100	0	0	0	0	0	7	15	1	1	0	0	1	1	0	1	1	0	1	0	0	22	1	1	1	0	4	7	-3
API01907	CatalogAPI	http://public-api.org/v1	null	0	0	0	1	1	0	0	0	0	0	1	100	10,080	1	1	0	1	11	28	1	1	0	0	0	1	0	1	0	1	0	0	0	39	1	1	1	0	0	5	-5
API00084	FileUploadAPI	http://old-platform.com/v1	null	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	9	14	1	1	0	0	0	1	0	0	0	0	1	1	0	23	1	1	1	0	2	5	-3
API00227	IntegrationAPI	http://staging.app.io/v1	null	1	36,170	0	1	1	0	0	0	0	0	0	1,000	0	0	0	0	0	15	24	1	1	0	0	1	1	0	1	0	0	1	0	1	39	1	1	1	0	2	7	-5
API00296	ReviewAPI	http://public-api.org/v1	Basic	0	0	0	0	1	1	1	0	0	0	1	500	1,440	0	0	0	0	0	7	1	1	1	0	0	1	0	1	0	0	0	0	1	7	0	1	0	0	1	4	-3
API01001	ChatService	http://old-platform.com/v1	null	0	0	1	1	1	0	0	0	0	0	0	100	1,440	1	1	0	0	10	11	1	1	0	0	0	0	1	1	0	0	0	0	0	21	1	1	1	0	2	5	-3
API02138	OrderAPI	http://sandbox.test.net/v1	Basic	0	0	1	0	0	0	0	0	0	0	0	1,000	0	0	0	1	0	2	22	1	1	1	0	0	0	0	0	0	0	1	0	1	24	1	1	1	0	4	3	1
API00711	SearchService	http://api.example.com/v1	Basic	0	0	1	1	1	0	0	0	0	0	1	500	0	0	0	0	0	6	21	1	1	1	0	0	1	1	1	0	0	1	0	1	27	1	1	1	0	2	7	-5
API02801	ChatService	http://sandbox.test.net/v1	Basic	1	67,975	0	1	1	0	1	0	0	0	1	100	0	1	1	0	1	4	11	1	1	1	0	1	1	0	1	0	0	1	0	0	15	1	1	1	0	2	7	-5
API02527	ReportingAPI	http://api.example.com/v1	null	1	32,586	0	0	1	0	0	0	0	1	0	0	0	0	0	1	1	6	11	1	1	0	0	1	1	0	1	0	0	1	1	0	17	1	1	1	0	6	9	-3
API03752	PartnerAPI	http://old-platform.com/v1	null	1	12,675	0	0	1	0	0	0	0	0	0	1,000	0	1	1	0	0	12	23	1	1	0	0	1	1	0	1	0	0	1	0	1	35	1	1	1	0	2	7	-5
API03321	SearchService	http://api.example.com/v1	API Key (query param)	0	0	0	1	0	0	0	0	0	0	0	500	0	0	0	1	1	5	18	1	1	1	0	0	0	0	1	0	0	1	0	1	23	1	1	1	0	2	7	-5
API03181	OrderAPI	http://public-api.org/v1	Basic	0	0	0	0	1	1	0	0	0	0	1	1,000	0	0	0	0	1	1	19	1	1	1	0	0	1	0	1	0	0	1	0	1	20	1	1	1	0	1	7	-6
API04183	SearchService	http://public-api.org/v1	null	1	31,529	0	0	1	0	0	0	0	0	1	1,000	1,440	1	0	0	1	12	17	1	1	0	1	1	1	0	1	0	0	0	0	1	29	1	1	1	2	2	5	-1
API01615	ReportingAPI	http://sandbox.test.net/v1	API Key (query param)	0	0	0	0	1	1	0	1	1	0	0	1,000	0	1	1	0	1	13	26	1	1	1	0	0	0	0	1	0	0	1	0	1	39	1	1	1	0	1	9	-8
API03024	ChatService	http://dev.internal.net/v1	null	0	0	0	0	1	0	0	0	0	0	0	1,000	1,440	0	0	1	1	9	25	1	1	0	0	0	0	0	1	0	0	0	0	1	34	1	1	1	0	2	5	-3
API01413	ShippingAPI	http://api.example.com/v1	API Key (query param)	0	0	0	1	0	1	0	0	0	1	0	1,000	0	0	0	0	1	3	30	1	1	1	0	0	0	0	1	0	0	1	0	1	33	1	1	1	0	3	7	-4
API00763	RecommendationAPI	http://api.example.com/v1	null	0	0	0	0	1	0	0	0	0	0	0	1,000	0	0	0	0	1	1	13	1	1	0	0	0	0	0	1	0	0	1	0	1	14	1	1	1	0	0	7	-7
API00655	ShippingAPI	http://dev.internal.net/v1	null	0	0	1	1	1	0	0	0	0	0	1	1,000	0	0	0	0	1	5	16	1	1	0	0	0	1	1	1	0	0	1	0	1	21	1	1	1	0	2	7	-5
API04797	ReportingAPI	http://staging.app.io/v1	API Key (query param)	1	52,136	0	1	0	1	0	0	0	0	0	100	10,080	0	0	0	0	12	26	1	1	1	0	1	1	0	0	0	1	0	0	0	38	1	1	1	0	3	1	2
API03849	ChatService	http://public-api.org/v1	null	0	0	1	0	1	1	0	1	1	0	0	0	0	0	0	0	0	15	30	1	1	0	0	0	0	0	1	0	0	1	1	0	45	1	1	1	0	3	11	-8
API04153	ChatService	http://public-api.org/v1	Basic	0	0	0	1	1	0	0	1	1	0	1	100	1,440	0	0	0	0	8	8	1	1	1	0	0	1	0	1	0	0	0	0	0	16	1	1	1	0	0	7	-7
API00468	UserService	http://staging.app.io/v1	Basic	0	0	0	0	1	0	0	0	0	1	0	1,000	10,080	0	0	1	1	4	28	1	1	1	0	0	0	0	1	0	1	0	0	1	32	1	1	1	0	4	5	-1
API00157	ShippingAPI	http://api.example.com/v1	null	0	0	0	0	1	1	1	0	0	0	0	0	0	1	0	0	0	12	30	1	1	0	1	0	0	0	1	0	0	1	1	0	42	1	1	1	2	1	9	-6
API01295	CatalogAPI	http://sandbox.test.net/v1	null	0	0	0	0	0	1	0	1	1	0	0	1,000	0	0	0	0	1	3	12	1	1	0	0	0	0	0	1	0	0	1	0	1	15	1	1	1	0	1	9	-8
API00497	CatalogAPI	http://old-platform.com/v1	null	0	0	1	0	1	0	1	0	0	0	0	1,000	1,440	0	0	0	1	14	13	1	1	0	0	0	0	0	1	0	0	0	0	1	27	1	1	1	0	2	5	-3
API04740	AuthService	http://sandbox.test.net/v1	Basic	0	0	0	1	1	0	0	0	0	1	0	500	1,440	0	0	0	0	0	24	1	1	1	0	0	0	0	1	0	0	0	0	1	24	0	1	1	0	2	5	-3
API02940	InventoryAPI	http://sandbox.test.net/v1	null	0	0	0	1	1	0	0	0	0	0	1	100	0	0	0	0	0	8	26	1	1	0	0	0	1	0	1	0	0	1	0	0	34	1	1	1	0	0	7	-7
API03456	ReviewAPI	http://staging.app.io/v1	null	0	0	0	0	1	1	0	1	0	0	1	1,000	10,080	1	1	0	1	13	29	1	1	0	0	0	1	0	1	1	1	0	0	1	42	1	1	1	0	1	5	-4
API00373	ChatService	http://legacy.corp.local/v1	API Key (query param)	0	0	1	0	1	1	0	1	1	1	0	1,000	10,080	1	1	0	1	5	24	1	1	1	0	0	0	0	1	0	1	0	0	1	29	1	1	1	0	5	7	-2
API00079	NotificationService	http://dev.internal.net/v1	API Key (query param)	0	0	0	0	0	0	0	0	0	0	1	0	10,080	0	0	0	1	9	16	1	1	1	0	0	1	0	1	0	1	0	1	0	25	1	1	1	0	0	7	-7

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API Security Posture — Africa Cyber Threat Intelligence

Part of the Africa Cyber Threat Intelligence collection by electricsheepafrica.

Acquisition: SYNTHETIC
Rows: 10,000 (balanced 50/50)
Synthetic: All records synthetically generated (is_synthetic=1).

Usage

from datasets import load_dataset
dataset = load_dataset("electricsheepafrica/africa-api-security-dataset")

Features

Column	Type
`api_id`	str
`api_name`	str
`base_url`	str
`has_https`	int64
`requires_auth`	int64
`auth_method`	str
`has_rate_limiting`	int64
`rate_limit_requests`	int64
`has_input_validation`	int64
`has_output_encoding`	int64
`exposes_sensitive_data`	int64
`has_logging`	int64
`has_versioning`	int64
`has_cors_policy`	int64
`cors_allow_all`	int64
`has_waf`	int64
`has_rate_limit_by_ip`	int64
`max_payload_size_mb`	int64
`token_expiry_minutes`	int64
`uses_jwt`	int64
`jwt_weak_alg`	int64
`has_oauth`	int64
`has_api_gateway`	int64
`exposes_internal_errors`	int64
`has_csp`	int64
`has_hsts`	int64
`deprecated_endpoints`	int64
`undocumented_endpoints`	int64
`label`	int64
`is_synthetic`	int64
`transport_secure`	int64
`auth_strength_score`	int64
`has_strong_auth`	int64
`jwt_strong`	int64
`rate_limit_tight`	int64
`rate_limit_loose`	int64
`has_any_rate_limit`	int64
`input_output_secure`	int64
`any_exposure`	int64
`cors_restrictive`	int64
`short_token_expiry`	int64
`long_token_expiry`	int64
`no_token_expiry`	int64
`payload_size_reasonable`	int64
`payload_size_unlimited`	int64
`payload_size_excessive`	int64
`total_endpoint_debt`	int64
`has_deprecated`	int64
`has_undocumented`	int64
`high_endpoint_debt`	int64
`auth_completeness`	int64
`defense_depth`	int64
`exposure_risk`	int64
`posture_score`	int64

Citation

@misc{electricsheepafrica2026africaapisecuritydataset,
  title = {API Security Posture (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-api-security-dataset}}
}

License: MIT

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Collection including electricsheepafrica/africa-api-security-dataset

Africa · Cyber Threat Intelligence

Collection

A curated collection of machine-learning ready datasets for cybersecurity threat detection, intelligence, and research. • 42 items • Updated about 4 hours ago