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NEW QUESTION: 1
A. Option A
B. Option B
C. Option C
D. Option D
Answer: A
Explanation:
Explanation
http://www.cisco.com/en/US/prod/collateral/iosswrel/ps6537/ps6586/ps6634/product_data_sheet0900aecd80313 Product Overview In today's business environment, network intruders and attackers can come from outside or inside the network.
They can launch distributed denial-of-service attacks, they can attack Internet connections, and they can exploit network and host vulnerabilities. At the same time, Internet worms and viruses can spread across the world in a matter of minutes. There is often no time to wait for human intervention-the network itself must possess the intelligence to recognize and mitigate these attacks, threats, exploits, worms and viruses.
Cisco IOS Intrusion Prevention System (IPS) is an inline, deep-packet inspection-based solution that enables Cisco IOS Software to effectively mitigate a wide range of network attacks. While it is common practice to defend against attacks by inspecting traffic at data centers and corporate headquarters, distributing the network level defense to stop malicious traffic close to its entry point at branch or telecommuter offices is also critical.
Cisco IOS IPS: Major Use Cases and Key Benefits
IOS IPS helps to protect your network in 5 ways:
Key Benefits:
* Provides network-wide, distributed protection from many attacks, exploits, worms and viruses exploiting vulnerabilities in operating systems and applications.
* Eliminates the need for a standalone IPS device at branch and telecommuter offices as well as small and medium-sized business networks.
* Unique, risk rating based signature event action processor dramatically improves the ease of management of IPS policies.
* Offers field-customizable worm and attack signature set and event actions.
* Offers inline inspection of traffic passing through any combination of router LAN and WAN interfaces in both directions.
* Works with Cisco IOS Firewall, control-plane policing, and other Cisco IOS Software security features to protect the router and networks behind the router.
* Supports more than 3700 signatures from the same signature database available for Cisco Intrusion Prevention System (IPS) appliances.
NEW QUESTION: 2
When a backup ProxySG takes over because the master fails, which of the following will occur?
A. The backup begins replying to ARPS for the Virtual MAC address.
B. Policy from the master is replicated on the backup.
C. An email notification is sent to the ProxySG administrator.
D. A failover event is logged in the event log.
Answer: D
NEW QUESTION: 3
A. Option A
B. Option B
C. Option C
D. Option D
Answer: A
NEW QUESTION: 4
次のように定義された6つのデータポイントを含むPython NumPy配列を評価しています。
データ= [10、20、30、40、50、60]
Python Scikit-learn機械学習ライブラリのk-foldアルゴリズムの埋め込みを使用して、次の出力を生成する必要があります。
train: [10 40 50 60], test: [20 30]
train: [20 30 40 60], test: [10 50]
train: [10 20 30 50], test: [40 60]
出力を生成するには、相互検証を実装する必要があります。
どのようにコードセグメントを完成させるべきですか？回答するには、回答領域のダイアログボックスで適切なコードセグメントを選択します。
注：それぞれの正しい選択には1ポイントの価値があります。
Answer:
Explanation:
Explanation
Box 1: k-fold
Box 2: 3
K-Folds cross-validator provides train/test indices to split data in train/test sets. Split dataset into k consecutive folds (without shuffling by default).
The parameter n_splits ( int, default=3) is the number of folds. Must be at least 2.
Box 3: data
Example: Example:
>>>
>>> from sklearn.model_selection import KFold
>>> X = np.array([[1, 2], [3, 4], [1, 2], [3, 4]])
>>> y = np.array([1, 2, 3, 4])
>>> kf = KFold(n_splits=2)
>>> kf.get_n_splits(X)
2
>>> print(kf)
KFold(n_splits=2, random_state=None, shuffle=False)
>>> for train_index, test_index in kf.split(X):
print("TRAIN:", train_index, "TEST:", test_index)
X_train, X_test = X[train_index], X[test_index]
y_train, y_test = y[train_index], y[test_index]
TRAIN: [2 3] TEST: [0 1]
TRAIN: [0 1] TEST: [2 3]
References:
https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html
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