Spaces:
Running
Running
Update genesis/biosecurity.py
Browse files- genesis/biosecurity.py +20 -59
genesis/biosecurity.py
CHANGED
@@ -1,74 +1,35 @@
|
|
1 |
# genesis/biosecurity.py
|
2 |
"""
|
3 |
-
Biosecurity Risk
|
4 |
-
|
5 |
"""
|
6 |
|
7 |
import logging
|
8 |
|
9 |
logging.basicConfig(level=logging.INFO)
|
10 |
|
11 |
-
def analyze_biosecurity_risks(
|
12 |
"""
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
Args:
|
17 |
-
|
18 |
-
|
19 |
-
|
20 |
Returns:
|
21 |
-
|
22 |
"""
|
23 |
-
logging.info(f"[Biosecurity]
|
24 |
-
|
25 |
-
# Simple keyword-based heuristic
|
26 |
-
high_risk_keywords = ["smallpox", "anthrax", "ebola", "h5n1", "plague", "ricin", "botulinum"]
|
27 |
-
medium_risk_keywords = ["viral vector", "gain-of-function", "CRISPR", "dual-use"]
|
28 |
-
|
29 |
-
risk_level = "Low"
|
30 |
-
risk_factors = []
|
31 |
-
|
32 |
-
text_to_check = f"{entity_name} {description}".lower()
|
33 |
-
|
34 |
-
for kw in high_risk_keywords:
|
35 |
-
if kw in text_to_check:
|
36 |
-
risk_level = "High"
|
37 |
-
risk_factors.append(f"Contains high-risk keyword: {kw}")
|
38 |
-
|
39 |
-
if risk_level != "High":
|
40 |
-
for kw in medium_risk_keywords:
|
41 |
-
if kw in text_to_check:
|
42 |
-
risk_level = "Medium"
|
43 |
-
risk_factors.append(f"Contains medium-risk keyword: {kw}")
|
44 |
|
45 |
-
|
46 |
-
|
47 |
-
|
|
|
|
|
48 |
|
49 |
-
|
50 |
-
|
51 |
-
|
52 |
-
|
53 |
-
"Restrict access to authorized personnel.",
|
54 |
-
"Perform BSL-3/BSL-4 lab containment assessment.",
|
55 |
-
"Consult WHO guidance for dangerous pathogens."
|
56 |
-
]
|
57 |
-
elif risk_level == "Medium":
|
58 |
-
mitigation_suggestions = [
|
59 |
-
"Review project with bioethics board.",
|
60 |
-
"Use gene synthesis screening services.",
|
61 |
-
"Ensure compliance with NIH and WHO guidelines."
|
62 |
-
]
|
63 |
-
else:
|
64 |
-
mitigation_suggestions = [
|
65 |
-
"Maintain good laboratory practices.",
|
66 |
-
"Continue monitoring for any emerging risks."
|
67 |
-
]
|
68 |
|
69 |
-
return
|
70 |
-
"entity": entity_name,
|
71 |
-
"risk_level": risk_level,
|
72 |
-
"risk_factors": risk_factors,
|
73 |
-
"mitigation": mitigation_suggestions
|
74 |
-
}
|
|
|
1 |
# genesis/biosecurity.py
|
2 |
"""
|
3 |
+
Biosecurity Risk Analysis for GENESIS-AI
|
4 |
+
Identifies potential misuse or dual-use risks for biotech topics.
|
5 |
"""
|
6 |
|
7 |
import logging
|
8 |
|
9 |
logging.basicConfig(level=logging.INFO)
|
10 |
|
11 |
+
def analyze_biosecurity_risks(topic: str):
|
12 |
"""
|
13 |
+
Evaluate biosecurity risks for a biotech topic.
|
14 |
+
Placeholder logic.
|
15 |
+
|
16 |
Args:
|
17 |
+
topic (str): Biotech topic (e.g., "gain-of-function", "synthetic virus").
|
18 |
+
|
|
|
19 |
Returns:
|
20 |
+
list[str]: List of biosecurity risks.
|
21 |
"""
|
22 |
+
logging.info(f"[Biosecurity] Analyzing biosecurity risks for '{topic}'")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
23 |
|
24 |
+
base_risks = [
|
25 |
+
"Potential for dual-use research of concern (DURC).",
|
26 |
+
"Requires review by institutional biosafety committee.",
|
27 |
+
"Risk of information misuse if published without safeguards."
|
28 |
+
]
|
29 |
|
30 |
+
if "virus" in topic.lower() or "pathogen" in topic.lower():
|
31 |
+
base_risks.append("Possibility of creating pandemic-capable pathogens.")
|
32 |
+
if "synthetic" in topic.lower():
|
33 |
+
base_risks.append("Risk of unregulated synthetic organism release.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
34 |
|
35 |
+
return base_risks
|
|
|
|
|
|
|
|
|
|